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d„ dedZ´G dd„ dedZµG dd„ dedZ¶G dd„ dedZ·dsZ¸G dd„ dedZ¹G dd„ dedZºG dd„ dedZ»G dd„ dedZ¼G dd„ dedZ½G dd„ dedZ¾G dd„ dedZ¿G d d!„ d!edZÀG d"d#„ d#edZÁG d$d%„ d%edZÂG d&d'„ d'edZÃd(d)„ ZÄG d*d+„ d+edZÅG d,d-„ d-edZÆG d.d/„ d/edZÇd0d1„ ZÈdsZÉG d2d3„ d3edZÊG d4d5„ d5edZËG d6d7„ d7edZÌG d8d9„ d9edZÍG d:d;„ d;edZÎG d<d=„ d=edZÏG d>d?„ d?edZÐG d@dA„ dAedZÑG dBdC„ dCedZÒG dDdE„ dEedZÓdFdG„ ZÔdsZÕG dHdI„ dIedZÖG dJdK„ dKedZ×G dLdM„ dMedZØG dNdO„ dOedZÙG dPdQ„ dQedZÚG dRdS„ dSedZÛdsZÜG dTdU„ dUedZÝG dVdW„ dWedZÞG dXdY„ dYedZßG dZd[„ d[edZàG d\d]„ d]edZádsZâG d^d_„ d_edZãG d`da„ daedZäG dbdc„ dcedZåG ddde„ deedZædsZçG dfdg„ dgedZèG dhdi„ diedZéG djdk„ dkedZêG dldm„ dmedZëdsZìG dndo„ doedZíG dpdq„ dqedZîG drds„ dsedZïG dtdu„ duedZðdsZñG dvdw„ dwedZòG dxdy„ dyedZóG dzd{„ d{edZôG d|d}„ d}edZõG d~d„ dedZöG d€d„ dedZ÷G d‚dƒ„ dƒedZødsZùG d„d…„ d…edZúG d†d‡„ d‡edZûG dˆd‰„ d‰edZüG dŠd‹„ d‹edZýG dŒd„ dedZþdsZÿG dŽd„ dedZ G dd‘„ d‘edZG d’d“„ d“edZG d”d•„ d•edZG d–d—„ d—edZG d˜d™„ d™edZdsZG dšd›„ d›edZG dœd„ dedZG dždŸ„ dŸedZ	G d d¡„ d¡edZ
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G d¼d½„ d½edZG d¾d¿„ d¿edZG dÀdÁ„ dÁedZG dÂdÃ„ dÃedZG dÄdÅ„ dÅedZG dÆdÇ„ dÇedZG dÈdÉ„ dÉedZG dÊdË„ dËedZdÌdÍ„ ZdsZG dÎdÏ„ dÏedZG dÐdÑ„ dÑedZG dÒdÓ„ dÓedZG dÔdÕ„ dÕedZdsZG dÖd×„ d×edZG dØdÙ„ dÙedZG dÚdÛ„ dÛedZG dÜdÝ„ dÝedZG dÞdß„ dßedZG dàdá„ dáedZG dâdã„ dãedZ G dädå„ dåedZ!dsZ"G dædç„ dçedZ#G dèdé„ déedZ$G dêdë„ dëedZ%G dìdí„ díedZ&G dîdï„ dïedZ'G dðdñ„ dñedZ(G dòdó„ dóedZ)G dôdõ„ dõedZ*dsZ+G död÷„ d÷edZ,G dødù„ dùedZ-G dúdû„ dûedZ.G düdý„ dýedZ/G dþdÿ„ dÿedZ0G d d„ dedZ1G dd„ dedZ2G dd„ dedZ3G dd„ dedZ4G dd	„ d	edZ5d
d„ Z6dsZ7G dd„ dedZ8G dd„ dedZ9G dd„ dedZ:G dd„ dedZ;G dd„ dedZ<G dd„ dedZ=G dd„ dedZ>G dd„ dedZ?G dd„ dedZ@dd„ ZAdsZBG d d!„ d!edZCG d"d#„ d#edZDG d$d%„ d%edZEdsZFG d&d'„ d'edZGG d(d)„ d)edZHdsZIG d*d+„ d+edZJG d,d-„ d-edZKG d.d/„ d/edZLG d0d1„ d1edZMG d2d3„ d3edZNG d4d5„ d5edZOdsZPG d6d7„ d7edZQG d8d9„ d9edZRG d:d;„ d;edZSG d<d=„ d=edZTdsZUG d>d?„ d?edZVG d@dA„ dAedZWG dBdC„ dCedZXG dDdE„ dEedZYG dFdG„ dGedZZdsZ[G dHdI„ dIedZ\G dJdK„ dKedZ]G dLdM„ dMedZ^G dNdO„ dOedZ_G dPdQ„ dQedZ`dsZaG dRdS„ dSedZbG dTdU„ dUedZcG dVdW„ dWedZdG dXdY„ dYedZeG dZd[„ d[edZfG d\d]„ d]edZgdsZhG d^d_„ d_edZiG d`da„ daedZjG dbdc„ dcedZkG ddde„ deedZlG dfdg„ dgedZmdsZnG dhdi„ diedZoG djdk„ dkedZpG dldm„ dmedZqG dndo„ doedZrG dpdq„ dqedZsG drds„ dsedZtG dtdu„ duedZuG dvdw„ dwedZvdsZwG dxdy„ dyedZxG dzd{„ d{edZyG d|d}„ d}edZzdsZ{G d~d„ dedZ|G d€d„ dedZ}G d‚dƒ„ dƒedZ~G d„d…„ d…edZG d†d‡„ d‡edZ€dsZG dˆd‰„ d‰edZ‚G dŠd‹„ d‹edZƒG dŒd„ dedZ„dsZ…G dŽd„ dedZ†G dd‘„ d‘edZ‡G d’d“„ d“edZˆG d”d•„ d•edZ‰dsZŠG d–d—„ d—edZ‹G d˜d™„ d™edZŒG dšd›„ d›edZG dœd„ dedZŽG dždŸ„ dŸedZG d d¡„ d¡edZdsZ‘G d¢d£„ d£edZ’G d¤d¥„ d¥edZ“G d¦d§„ d§edZ”G d¨d©„ d©edZ•G dªd«„ d«edZ–G d¬d­„ d­edZ—d®d¯„ Z˜dsZ™G d°d±„ d±edZšG d²d³„ d³edZ›G d´dµ„ dµedZœdsZG d¶d·„ d·edZžG d¸d¹„ d¹edZŸG dºd»„ d»edZ G d¼d½„ d½edZ¡G d¾d¿„ d¿edZ¢dÀdÁ„ Z£dsZ¤G dÂdÃ„ dÃedZ¥G dÄdÅ„ dÅedZ¦G dÆdÇ„ dÇedZ§dsZ¨G dÈdÉ„ dÉedZ©G dÊdË„ dËedZªG dÌdÍ„ dÍedZ«G dÎdÏ„ dÏedZ¬dsZ­G dÐdÑ„ dÑedZ®G dÒdÓ„ dÓedZ¯G dÔdÕ„ dÕedZ°G dÖd×„ d×edZ±G dØdÙ„ dÙedZ²dÚdÛ„ Z³dsZ´G dÜdÝ„ dÝedZµG dÞdß„ dßedZ¶dsZ·G dàdá„ dáedZ¸G dâdã„ dãedZ¹G dädå„ dåedZºG dædç„ dçedZ»G dèdé„ déedZ¼G dêdë„ dëedZ½G dìdí„ díedZ¾G dîdï„ dïedZ¿G dðdñ„ dñedZÀG dòdó„ dóedZÁdsZÂG dôdõ„ dõedZÃG död÷„ d÷edZÄG dødù„ dùedZÅG dúdû„ dûedZÆG düdý„ dýedZÇdsZÈG dþdÿ„ dÿedZÉG d d„ dedZÊG dd„ dedZËG dd„ dedZÌG dd„ dedZÍG dd	„ d	edZÎG d
d„ dedZÏG dd„ dedZÐG dd„ dedZÑdsZÒG dd„ dedZÓG dd„ dedZÔG dd„ dedZÕG dd„ dedZÖdsZ×G dd„ dedZØG dd„ dedZÙG dd„ dedZÚG dd„ dedZÛG d d!„ d!edZÜG d"d#„ d#edZÝG d$d%„ d%edZÞG d&d'„ d'edZßG d(d)„ d)edZàG d*d+„ d+edZádsZâG d,d-„ d-edZãG d.d/„ d/edZäG d0d1„ d1edZåG d2d3„ d3edZæG d4d5„ d5edZçG d6d7„ d7edZèG d8d9„ d9edZéG d:d;„ d;edZêdsZëG d<d=„ d=edZìG d>d?„ d?edZíG d@dA„ dAedZîG dBdC„ dCedZïdsZðG dDdE„ dEedZñG dFdG„ dGedZòG dHdI„ dIedZódsZôG dJdK„ dKedZõG dLdM„ dMedZöG dNdO„ dOedZ÷G dPdQ„ dQedZødsZùG dRdS„ dSedZúG dTdU„ dUedZûG dVdW„ dWedZüdsZýG dXdY„ dYedZþG dZd[„ d[edZÿG d\d]„ d]edZ dsZG d^d_„ d_edZG d`da„ daedZdsZG dbdc„ dcedZG ddde„ deedZdsZG dfdg„ dgedZG dhdi„ diedZ	G djdk„ dkedZ
dsZG dldm„ dmedZG dndo„ doedZG dpdq„ dqedZG drds„ dsedZG dtdu„ duedZG dvdw„ dwedZG dxdy„ dyedZG dzd{„ d{edZdsZG d|d}„ d}edZG d~d„ dedZG d€d„ dedZG d‚dƒ„ dƒedZG d„d…„ d…edZG d†d‡„ d‡edZG dˆd‰„ d‰edZdsZG dŠd‹„ d‹edZG dŒd„ dedZG dŽd„ dedZG dd‘„ d‘edZ G d’d“„ d“edZ!G d”d•„ d•edZ"dsZ#G d–d—„ d—edZ$G d˜d™„ d™edZ%G dšd›„ d›edZ&G dœd„ dedZ'dsZ(G dždŸ„ dŸedZ)G d d¡„ d¡edZ*G d¢d£„ d£edZ+G d¤d¥„ d¥edZ,dsZ-G d¦d§„ d§edZ.G d¨d©„ d©edZ/G dªd«„ d«edZ0dsZ1G d¬d­„ d­edZ2G d®d¯„ d¯edZ3G d°d±„ d±edZ4G d²d³„ d³edZ5G d´dµ„ dµedZ6G d¶d·„ d·edZ7G d¸d¹„ d¹edZ8G dºd»„ d»edZ9dsZ:G d¼d½„ d½edZ;G d¾d¿„ d¿edZ<G dÀdÁ„ dÁedZ=G dÂdÃ„ dÃedZ>G dÄdÅ„ dÅedZ?G dÆdÇ„ dÇedZ@dsZAG dÈdÉ„ dÉedZBG dÊdË„ dËedZCG dÌdÍ„ dÍedZDG dÎdÏ„ dÏedZEG dÐdÑ„ dÑedZFG dÒdÓ„ dÓedZGG dÔdÕ„ dÕedZHG dÖd×„ d×edZIdsZJG dØdÙ„ dÙedZKG dÚdÛ„ dÛedZLG dÜdÝ„ dÝedZMG dÞdß„ dßedZNG dàdá„ dáedZOG dâdã„ dãedZPG dädå„ dåedZQG dædç„ dçedZRdsZSG dèdé„ déedZTG dêdë„ dëedZUG dìdí„ díedZVG dîdï„ dïedZWG dðdñ„ dñedZXG dòdó„ dóedZYG dôdõ„ dõedZZG död÷„ d÷edZ[dødù„ Z\dsZ]G dúdû„ dûedZ^G düdý„ dýedZ_G dþdÿ„ dÿedZ`G 	d 	d„ 	dedZaG 	d	d„ 	dedZbG 	d	d„ 	dedZcG 	d	d„ 	dedZdG 	d	d	„ 	d	edZedsZfG 	d
	d„ 	dedZgG 	d	d„ 	dedZhG 	d	d„ 	dedZidsZjG 	d	d„ 	dedZkG 	d	d„ 	dedZlG 	d	d„ 	dedZmG 	d	d„ 	dedZnG 	d	d„ 	dedZoG 	d	d„ 	dedZpG 	d	d„ 	dedZqG 	d	d„ 	dedZrG 	d 	d!„ 	d!edZsG 	d"	d#„ 	d#edZt	d$	d%„ Zu	d&	d'„ Zv	d(	d)„ Zw	d*	d+„ Zx	d,	d-„ Zy	d.	d/„ Zz	d0	d1„ Z{	d2	d3„ Z|G 	d4	d5„ 	d5edZ}	d6	d7„ Z~	d8	d9„ ZG 	d:	d;„ 	d;edZ€	d<	d=„ ZG 	d>	d?„ 	d?edZ‚dsS (@	  é   )ÚDummyObjectÚrequires_backendsc                   @   s   e Zd ZdgZdd„ ZdS )ÚPyTorchBenchmarkÚtorchc                 O   s   t | dgƒ d S ©Nr   ©r   ©ÚselfÚargsÚkwargs© r   úb/var/www/html/Darija-Ai-API/env/lib/python3.8/site-packages/transformers/utils/dummy_pt_objects.pyÚ__init__   s    zPyTorchBenchmark.__init__N©Ú__name__Ú
__module__Ú__qualname__Z	_backendsr   r   r   r   r   r      s   r   )Ú	metaclassc                   @   s   e Zd ZdgZdd„ ZdS )ÚPyTorchBenchmarkArgumentsr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z"PyTorchBenchmarkArguments.__init__Nr   r   r   r   r   r      s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚGlueDatasetr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    zGlueDataset.__init__Nr   r   r   r   r   r      s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚGlueDataTrainingArgumentsr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z"GlueDataTrainingArguments.__init__Nr   r   r   r   r   r      s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚLineByLineTextDatasetr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   $   s    zLineByLineTextDataset.__init__Nr   r   r   r   r   r   !   s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚLineByLineWithRefDatasetr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   +   s    z!LineByLineWithRefDataset.__init__Nr   r   r   r   r   r   (   s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚLineByLineWithSOPTextDatasetr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   2   s    z%LineByLineWithSOPTextDataset.__init__Nr   r   r   r   r   r   /   s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚSquadDatasetr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   9   s    zSquadDataset.__init__Nr   r   r   r   r   r   6   s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚSquadDataTrainingArgumentsr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   @   s    z#SquadDataTrainingArguments.__init__Nr   r   r   r   r   r   =   s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚTextDatasetr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   G   s    zTextDataset.__init__Nr   r   r   r   r   r   D   s   r   c                   @   s   e Zd ZdgZdd„ ZdS )Ú$TextDatasetForNextSentencePredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   N   s    z-TextDatasetForNextSentencePrediction.__init__Nr   r   r   r   r   r   K   s   r   c                   @   s   e Zd ZdgZdd„ ZdS )Ú#AlternatingCodebooksLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   U   s    z,AlternatingCodebooksLogitsProcessor.__init__Nr   r   r   r   r   r   R   s   r   c                   @   s   e Zd ZdgZdd„ ZdS )Ú
BeamScorerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \   s    zBeamScorer.__init__Nr   r   r   r   r   r   Y   s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBeamSearchScorerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   c   s    zBeamSearchScorer.__init__Nr   r   r   r   r   r    `   s   r    c                   @   s   e Zd ZdgZdd„ ZdS )Ú%ClassifierFreeGuidanceLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   j   s    z.ClassifierFreeGuidanceLogitsProcessor.__init__Nr   r   r   r   r   r!   g   s   r!   c                   @   s   e Zd ZdgZdd„ ZdS )ÚConstrainedBeamSearchScorerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   q   s    z$ConstrainedBeamSearchScorer.__init__Nr   r   r   r   r   r"   n   s   r"   c                   @   s   e Zd ZdgZdd„ ZdS )Ú
Constraintr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   x   s    zConstraint.__init__Nr   r   r   r   r   r#   u   s   r#   c                   @   s   e Zd ZdgZdd„ ZdS )ÚConstraintListStater   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    zConstraintListState.__init__Nr   r   r   r   r   r$   |   s   r$   c                   @   s   e Zd ZdgZdd„ ZdS )ÚDisjunctiveConstraintr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   †   s    zDisjunctiveConstraint.__init__Nr   r   r   r   r   r%   ƒ   s   r%   c                   @   s   e Zd ZdgZdd„ ZdS )Ú#EncoderNoRepeatNGramLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z,EncoderNoRepeatNGramLogitsProcessor.__init__Nr   r   r   r   r   r&   Š   s   r&   c                   @   s   e Zd ZdgZdd„ ZdS )Ú'EncoderRepetitionPenaltyLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ”   s    z0EncoderRepetitionPenaltyLogitsProcessor.__init__Nr   r   r   r   r   r'   ‘   s   r'   c                   @   s   e Zd ZdgZdd„ ZdS )ÚEpsilonLogitsWarperr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ›   s    zEpsilonLogitsWarper.__init__Nr   r   r   r   r   r(   ˜   s   r(   c                   @   s   e Zd ZdgZdd„ ZdS )ÚEtaLogitsWarperr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¢   s    zEtaLogitsWarper.__init__Nr   r   r   r   r   r)   Ÿ   s   r)   c                   @   s   e Zd ZdgZdd„ ZdS )ÚExponentialDecayLengthPenaltyr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ©   s    z&ExponentialDecayLengthPenalty.__init__Nr   r   r   r   r   r*   ¦   s   r*   c                   @   s   e Zd ZdgZdd„ ZdS )ÚForcedBOSTokenLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   °   s    z&ForcedBOSTokenLogitsProcessor.__init__Nr   r   r   r   r   r+   ­   s   r+   c                   @   s   e Zd ZdgZdd„ ZdS )ÚForcedEOSTokenLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ·   s    z&ForcedEOSTokenLogitsProcessor.__init__Nr   r   r   r   r   r,   ´   s   r,   c                   @   s   e Zd ZdgZdd„ ZdS )ÚForceTokensLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¾   s    z#ForceTokensLogitsProcessor.__init__Nr   r   r   r   r   r-   »   s   r-   c                   @   s   e Zd ZdgZdd„ ZdS )ÚGenerationMixinr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Å   s    zGenerationMixin.__init__Nr   r   r   r   r   r.   Â   s   r.   c                   @   s   e Zd ZdgZdd„ ZdS )ÚHammingDiversityLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ì   s    z(HammingDiversityLogitsProcessor.__init__Nr   r   r   r   r   r/   É   s   r/   c                   @   s   e Zd ZdgZdd„ ZdS )ÚInfNanRemoveLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ó   s    z$InfNanRemoveLogitsProcessor.__init__Nr   r   r   r   r   r0   Ð   s   r0   c                   @   s   e Zd ZdgZdd„ ZdS )ÚLogitNormalizationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ú   s    zLogitNormalization.__init__Nr   r   r   r   r   r1   ×   s   r1   c                   @   s   e Zd ZdgZdd„ ZdS )ÚLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   á   s    zLogitsProcessor.__init__Nr   r   r   r   r   r2   Þ   s   r2   c                   @   s   e Zd ZdgZdd„ ZdS )ÚLogitsProcessorListr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   è   s    zLogitsProcessorList.__init__Nr   r   r   r   r   r3   å   s   r3   c                   @   s   e Zd ZdgZdd„ ZdS )ÚLogitsWarperr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ï   s    zLogitsWarper.__init__Nr   r   r   r   r   r4   ì   s   r4   c                   @   s   e Zd ZdgZdd„ ZdS )ÚMaxLengthCriteriar   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ö   s    zMaxLengthCriteria.__init__Nr   r   r   r   r   r5   ó   s   r5   c                   @   s   e Zd ZdgZdd„ ZdS )ÚMaxTimeCriteriar   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ý   s    zMaxTimeCriteria.__init__Nr   r   r   r   r   r6   ú   s   r6   c                   @   s   e Zd ZdgZdd„ ZdS )ÚMinLengthLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z!MinLengthLogitsProcessor.__init__Nr   r   r   r   r   r7     s   r7   c                   @   s   e Zd ZdgZdd„ ZdS )Ú!MinNewTokensLengthLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z*MinNewTokensLengthLogitsProcessor.__init__Nr   r   r   r   r   r8     s   r8   c                   @   s   e Zd ZdgZdd„ ZdS )ÚNoBadWordsLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z"NoBadWordsLogitsProcessor.__init__Nr   r   r   r   r   r9     s   r9   c                   @   s   e Zd ZdgZdd„ ZdS )ÚNoRepeatNGramLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z%NoRepeatNGramLogitsProcessor.__init__Nr   r   r   r   r   r:     s   r:   c                   @   s   e Zd ZdgZdd„ ZdS )ÚPhrasalConstraintr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    zPhrasalConstraint.__init__Nr   r   r   r   r   r;     s   r;   c                   @   s   e Zd ZdgZdd„ ZdS )Ú PrefixConstrainedLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   '  s    z)PrefixConstrainedLogitsProcessor.__init__Nr   r   r   r   r   r<   $  s   r<   c                   @   s   e Zd ZdgZdd„ ZdS )Ú RepetitionPenaltyLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   .  s    z)RepetitionPenaltyLogitsProcessor.__init__Nr   r   r   r   r   r=   +  s   r=   c                   @   s   e Zd ZdgZdd„ ZdS )ÚSequenceBiasLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   5  s    z$SequenceBiasLogitsProcessor.__init__Nr   r   r   r   r   r>   2  s   r>   c                   @   s   e Zd ZdgZdd„ ZdS )ÚStoppingCriteriar   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   <  s    zStoppingCriteria.__init__Nr   r   r   r   r   r?   9  s   r?   c                   @   s   e Zd ZdgZdd„ ZdS )ÚStoppingCriteriaListr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   C  s    zStoppingCriteriaList.__init__Nr   r   r   r   r   r@   @  s   r@   c                   @   s   e Zd ZdgZdd„ ZdS )Ú$SuppressTokensAtBeginLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   J  s    z-SuppressTokensAtBeginLogitsProcessor.__init__Nr   r   r   r   r   rA   G  s   rA   c                   @   s   e Zd ZdgZdd„ ZdS )ÚSuppressTokensLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Q  s    z&SuppressTokensLogitsProcessor.__init__Nr   r   r   r   r   rB   N  s   rB   c                   @   s   e Zd ZdgZdd„ ZdS )ÚTemperatureLogitsWarperr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   X  s    z TemperatureLogitsWarper.__init__Nr   r   r   r   r   rC   U  s   rC   c                   @   s   e Zd ZdgZdd„ ZdS )ÚTopKLogitsWarperr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   _  s    zTopKLogitsWarper.__init__Nr   r   r   r   r   rD   \  s   rD   c                   @   s   e Zd ZdgZdd„ ZdS )ÚTopPLogitsWarperr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   f  s    zTopPLogitsWarper.__init__Nr   r   r   r   r   rE   c  s   rE   c                   @   s   e Zd ZdgZdd„ ZdS )ÚTypicalLogitsWarperr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   m  s    zTypicalLogitsWarper.__init__Nr   r   r   r   r   rF   j  s   rF   c                   @   s   e Zd ZdgZdd„ ZdS )Ú.UnbatchedClassifierFreeGuidanceLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   t  s    z7UnbatchedClassifierFreeGuidanceLogitsProcessor.__init__Nr   r   r   r   r   rG   q  s   rG   c                   @   s   e Zd ZdgZdd„ ZdS )ÚWhisperTimeStampLogitsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   {  s    z(WhisperTimeStampLogitsProcessor.__init__Nr   r   r   r   r   rH   x  s   rH   c                  O   s   t tdgƒ d S r   )r   Útop_k_top_p_filtering©r
   r   r   r   r   rI     s    rI   c                   @   s   e Zd ZdgZdd„ ZdS )ÚPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   †  s    zPreTrainedModel.__init__Nr   r   r   r   r   rK   ƒ  s   rK   Nc                   @   s   e Zd ZdgZdd„ ZdS )ÚAlbertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zAlbertForMaskedLM.__init__Nr   r   r   r   r   rL     s   rL   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAlbertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   —  s    z AlbertForMultipleChoice.__init__Nr   r   r   r   r   rM   ”  s   rM   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAlbertForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ž  s    zAlbertForPreTraining.__init__Nr   r   r   r   r   rN   ›  s   rN   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAlbertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¥  s    z#AlbertForQuestionAnswering.__init__Nr   r   r   r   r   rO   ¢  s   rO   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAlbertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¬  s    z(AlbertForSequenceClassification.__init__Nr   r   r   r   r   rP   ©  s   rP   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAlbertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ³  s    z%AlbertForTokenClassification.__init__Nr   r   r   r   r   rQ   °  s   rQ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAlbertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   º  s    zAlbertModel.__init__Nr   r   r   r   r   rR   ·  s   rR   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAlbertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Á  s    zAlbertPreTrainedModel.__init__Nr   r   r   r   r   rS   ¾  s   rS   c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_albertrJ   r   r   r   rT   Å  s    rT   c                   @   s   e Zd ZdgZdd„ ZdS )Ú
AlignModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ï  s    zAlignModel.__init__Nr   r   r   r   r   rU   Ì  s   rU   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAlignPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ö  s    zAlignPreTrainedModel.__init__Nr   r   r   r   r   rV   Ó  s   rV   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAlignTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ý  s    zAlignTextModel.__init__Nr   r   r   r   r   rW   Ú  s   rW   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAlignVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ä  s    zAlignVisionModel.__init__Nr   r   r   r   r   rX   á  s   rX   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAltCLIPModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   î  s    zAltCLIPModel.__init__Nr   r   r   r   r   rY   ë  s   rY   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAltCLIPPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   õ  s    zAltCLIPPreTrainedModel.__init__Nr   r   r   r   r   rZ   ò  s   rZ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAltCLIPTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ü  s    zAltCLIPTextModel.__init__Nr   r   r   r   r   r[   ù  s   r[   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAltCLIPVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zAltCLIPVisionModel.__init__Nr   r   r   r   r   r\      s   r\   c                   @   s   e Zd ZdgZdd„ ZdS )ÚASTForAudioClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z"ASTForAudioClassification.__init__Nr   r   r   r   r   r]   
  s   r]   c                   @   s   e Zd ZdgZdd„ ZdS )ÚASTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zASTModel.__init__Nr   r   r   r   r   r^     s   r^   c                   @   s   e Zd ZdgZdd„ ZdS )ÚASTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zASTPreTrainedModel.__init__Nr   r   r   r   r   r_     s   r_   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoBackboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ”  s    zAutoBackbone.__init__Nr   r   r   r   r   r`   ‘  s   r`   c                   @   s   e Zd ZdgZdd„ ZdS )Ú	AutoModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ›  s    zAutoModel.__init__Nr   r   r   r   r   ra   ˜  s   ra   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForAudioClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¢  s    z(AutoModelForAudioClassification.__init__Nr   r   r   r   r   rb   Ÿ  s   rb   c                   @   s   e Zd ZdgZdd„ ZdS )Ú$AutoModelForAudioFrameClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ©  s    z-AutoModelForAudioFrameClassification.__init__Nr   r   r   r   r   rc   ¦  s   rc   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForAudioXVectorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   °  s    z!AutoModelForAudioXVector.__init__Nr   r   r   r   r   rd   ­  s   rd   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ·  s    zAutoModelForCausalLM.__init__Nr   r   r   r   r   re   ´  s   re   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¾  s    zAutoModelForCTC.__init__Nr   r   r   r   r   rf   »  s   rf   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForDepthEstimationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Å  s    z$AutoModelForDepthEstimation.__init__Nr   r   r   r   r   rg   Â  s   rg   c                   @   s   e Zd ZdgZdd„ ZdS )Ú%AutoModelForDocumentQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ì  s    z.AutoModelForDocumentQuestionAnswering.__init__Nr   r   r   r   r   rh   É  s   rh   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ó  s    z(AutoModelForImageClassification.__init__Nr   r   r   r   r   ri   Ð  s   ri   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForImageSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ú  s    z&AutoModelForImageSegmentation.__init__Nr   r   r   r   r   rj   ×  s   rj   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForImageToImager   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   á  s    z!AutoModelForImageToImage.__init__Nr   r   r   r   r   rk   Þ  s   rk   c                   @   s   e Zd ZdgZdd„ ZdS )Ú AutoModelForInstanceSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   è  s    z)AutoModelForInstanceSegmentation.__init__Nr   r   r   r   r   rl   å  s   rl   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForMaskedImageModelingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ï  s    z(AutoModelForMaskedImageModeling.__init__Nr   r   r   r   r   rm   ì  s   rm   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ö  s    zAutoModelForMaskedLM.__init__Nr   r   r   r   r   rn   ó  s   rn   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForMaskGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ý  s    z#AutoModelForMaskGeneration.__init__Nr   r   r   r   r   ro   ú  s   ro   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z#AutoModelForMultipleChoice.__init__Nr   r   r   r   r   rp     s   rp   c                   @   s   e Zd ZdgZdd„ ZdS )Ú"AutoModelForNextSentencePredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z+AutoModelForNextSentencePrediction.__init__Nr   r   r   r   r   rq     s   rq   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForObjectDetectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z$AutoModelForObjectDetection.__init__Nr   r   r   r   r   rr     s   rr   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z AutoModelForPreTraining.__init__Nr   r   r   r   r   rs     s   rs   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z&AutoModelForQuestionAnswering.__init__Nr   r   r   r   r   rt     s   rt   c                   @   s   e Zd ZdgZdd„ ZdS )Ú AutoModelForSemanticSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   '  s    z)AutoModelForSemanticSegmentation.__init__Nr   r   r   r   r   ru   $  s   ru   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForSeq2SeqLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   .  s    zAutoModelForSeq2SeqLM.__init__Nr   r   r   r   r   rv   +  s   rv   c                   @   s   e Zd ZdgZdd„ ZdS )Ú"AutoModelForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   5  s    z+AutoModelForSequenceClassification.__init__Nr   r   r   r   r   rw   2  s   rw   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForSpeechSeq2Seqr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   <  s    z"AutoModelForSpeechSeq2Seq.__init__Nr   r   r   r   r   rx   9  s   rx   c                   @   s   e Zd ZdgZdd„ ZdS )Ú"AutoModelForTableQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   C  s    z+AutoModelForTableQuestionAnswering.__init__Nr   r   r   r   r   ry   @  s   ry   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForTextEncodingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   J  s    z!AutoModelForTextEncoding.__init__Nr   r   r   r   r   rz   G  s   rz   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForTextToSpectrogramr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Q  s    z&AutoModelForTextToSpectrogram.__init__Nr   r   r   r   r   r{   N  s   r{   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForTextToWaveformr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   X  s    z#AutoModelForTextToWaveform.__init__Nr   r   r   r   r   r|   U  s   r|   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   _  s    z(AutoModelForTokenClassification.__init__Nr   r   r   r   r   r}   \  s   r}   c                   @   s   e Zd ZdgZdd„ ZdS )Ú!AutoModelForUniversalSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   f  s    z*AutoModelForUniversalSegmentation.__init__Nr   r   r   r   r   r~   c  s   r~   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForVideoClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   m  s    z(AutoModelForVideoClassification.__init__Nr   r   r   r   r   r   j  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelForVision2Seqr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   t  s    zAutoModelForVision2Seq.__init__Nr   r   r   r   r   r€   q  s   r€   c                   @   s   e Zd ZdgZdd„ ZdS )Ú#AutoModelForVisualQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   {  s    z,AutoModelForVisualQuestionAnswering.__init__Nr   r   r   r   r   r   x  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )Ú'AutoModelForZeroShotImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‚  s    z0AutoModelForZeroShotImageClassification.__init__Nr   r   r   r   r   r‚     s   r‚   c                   @   s   e Zd ZdgZdd„ ZdS )Ú#AutoModelForZeroShotObjectDetectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‰  s    z,AutoModelForZeroShotObjectDetection.__init__Nr   r   r   r   r   rƒ   †  s   rƒ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoModelWithLMHeadr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zAutoModelWithLMHead.__init__Nr   r   r   r   r   r„     s   r„   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoformerForPredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   š  s    z AutoformerForPrediction.__init__Nr   r   r   r   r   r…   —  s   r…   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¡  s    zAutoformerModel.__init__Nr   r   r   r   r   r†   ž  s   r†   c                   @   s   e Zd ZdgZdd„ ZdS )ÚAutoformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¨  s    z"AutoformerPreTrainedModel.__init__Nr   r   r   r   r   r‡   ¥  s   r‡   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBarkCausalModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ²  s    zBarkCausalModel.__init__Nr   r   r   r   r   rˆ   ¯  s   rˆ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBarkCoarseModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¹  s    zBarkCoarseModel.__init__Nr   r   r   r   r   r‰   ¶  s   r‰   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBarkFineModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   À  s    zBarkFineModel.__init__Nr   r   r   r   r   rŠ   ½  s   rŠ   c                   @   s   e Zd ZdgZdd„ ZdS )Ú	BarkModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ç  s    zBarkModel.__init__Nr   r   r   r   r   r‹   Ä  s   r‹   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBarkPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Î  s    zBarkPreTrainedModel.__init__Nr   r   r   r   r   rŒ   Ë  s   rŒ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBarkSemanticModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Õ  s    zBarkSemanticModel.__init__Nr   r   r   r   r   r   Ò  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBartForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ß  s    zBartForCausalLM.__init__Nr   r   r   r   r   rŽ   Ü  s   rŽ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBartForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   æ  s    z%BartForConditionalGeneration.__init__Nr   r   r   r   r   r   ã  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBartForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   í  s    z!BartForQuestionAnswering.__init__Nr   r   r   r   r   r   ê  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBartForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ô  s    z&BartForSequenceClassification.__init__Nr   r   r   r   r   r‘   ñ  s   r‘   c                   @   s   e Zd ZdgZdd„ ZdS )Ú	BartModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   û  s    zBartModel.__init__Nr   r   r   r   r   r’   ø  s   r’   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBartPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zBartPreTrainedModel.__init__Nr   r   r   r   r   r“   ÿ  s   r“   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBartPretrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    zBartPretrainedModel.__init__Nr   r   r   r   r   r”     s   r”   c                   @   s   e Zd ZdgZdd„ ZdS )ÚPretrainedBartModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zPretrainedBartModel.__init__Nr   r   r   r   r   r•     s   r•   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBeitForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z#BeitForImageClassification.__init__Nr   r   r   r   r   r–     s   r–   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBeitForMaskedImageModelingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !  s    z#BeitForMaskedImageModeling.__init__Nr   r   r   r   r   r—     s   r—   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBeitForSemanticSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   (  s    z$BeitForSemanticSegmentation.__init__Nr   r   r   r   r   r˜   %  s   r˜   c                   @   s   e Zd ZdgZdd„ ZdS )Ú	BeitModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   /  s    zBeitModel.__init__Nr   r   r   r   r   r™   ,  s   r™   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBeitPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   6  s    zBeitPreTrainedModel.__init__Nr   r   r   r   r   rš   3  s   rš   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   @  s    zBertForMaskedLM.__init__Nr   r   r   r   r   r›   =  s   r›   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   G  s    zBertForMultipleChoice.__init__Nr   r   r   r   r   rœ   D  s   rœ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertForNextSentencePredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   N  s    z&BertForNextSentencePrediction.__init__Nr   r   r   r   r   r   K  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   U  s    zBertForPreTraining.__init__Nr   r   r   r   r   rž   R  s   rž   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \  s    z!BertForQuestionAnswering.__init__Nr   r   r   r   r   rŸ   Y  s   rŸ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   c  s    z&BertForSequenceClassification.__init__Nr   r   r   r   r   r    `  s   r    c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   j  s    z#BertForTokenClassification.__init__Nr   r   r   r   r   r¡   g  s   r¡   c                   @   s   e Zd ZdgZdd„ ZdS )Ú	BertLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   q  s    zBertLayer.__init__Nr   r   r   r   r   r¢   n  s   r¢   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertLMHeadModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   x  s    zBertLMHeadModel.__init__Nr   r   r   r   r   r£   u  s   r£   c                   @   s   e Zd ZdgZdd„ ZdS )Ú	BertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zBertModel.__init__Nr   r   r   r   r   r¤   |  s   r¤   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   †  s    zBertPreTrainedModel.__init__Nr   r   r   r   r   r¥   ƒ  s   r¥   c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_bertrJ   r   r   r   r¦   Š  s    r¦   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertGenerationDecoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‘  s    zBertGenerationDecoder.__init__Nr   r   r   r   r   r§   Ž  s   r§   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertGenerationEncoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ˜  s    zBertGenerationEncoder.__init__Nr   r   r   r   r   r¨   •  s   r¨   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBertGenerationPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ÿ  s    z&BertGenerationPreTrainedModel.__init__Nr   r   r   r   r   r©   œ  s   r©   c                  O   s   t tdgƒ d S r   )r   Ú"load_tf_weights_in_bert_generationrJ   r   r   r   rª   £  s    rª   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ­  s    zBigBirdForCausalLM.__init__Nr   r   r   r   r   r«   ª  s   r«   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ´  s    zBigBirdForMaskedLM.__init__Nr   r   r   r   r   r¬   ±  s   r¬   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   »  s    z!BigBirdForMultipleChoice.__init__Nr   r   r   r   r   r­   ¸  s   r­   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Â  s    zBigBirdForPreTraining.__init__Nr   r   r   r   r   r®   ¿  s   r®   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   É  s    z$BigBirdForQuestionAnswering.__init__Nr   r   r   r   r   r¯   Æ  s   r¯   c                   @   s   e Zd ZdgZdd„ ZdS )Ú BigBirdForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ð  s    z)BigBirdForSequenceClassification.__init__Nr   r   r   r   r   r°   Í  s   r°   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ×  s    z&BigBirdForTokenClassification.__init__Nr   r   r   r   r   r±   Ô  s   r±   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Þ  s    zBigBirdLayer.__init__Nr   r   r   r   r   r²   Û  s   r²   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   å  s    zBigBirdModel.__init__Nr   r   r   r   r   r³   â  s   r³   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ì  s    zBigBirdPreTrainedModel.__init__Nr   r   r   r   r   r´   é  s   r´   c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_big_birdrJ   r   r   r   rµ   ð  s    rµ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdPegasusForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ú  s    z"BigBirdPegasusForCausalLM.__init__Nr   r   r   r   r   r¶   ÷  s   r¶   c                   @   s   e Zd ZdgZdd„ ZdS )Ú&BigBirdPegasusForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z/BigBirdPegasusForConditionalGeneration.__init__Nr   r   r   r   r   r·   þ  s   r·   c                   @   s   e Zd ZdgZdd„ ZdS )Ú"BigBirdPegasusForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z+BigBirdPegasusForQuestionAnswering.__init__Nr   r   r   r   r   r¸     s   r¸   c                   @   s   e Zd ZdgZdd„ ZdS )Ú'BigBirdPegasusForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z0BigBirdPegasusForSequenceClassification.__init__Nr   r   r   r   r   r¹     s   r¹   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdPegasusModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zBigBirdPegasusModel.__init__Nr   r   r   r   r   rº     s   rº   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBigBirdPegasusPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z&BigBirdPegasusPreTrainedModel.__init__Nr   r   r   r   r   r»     s   r»   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBioGptForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   '  s    zBioGptForCausalLM.__init__Nr   r   r   r   r   r¼   $  s   r¼   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBioGptForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   .  s    z(BioGptForSequenceClassification.__init__Nr   r   r   r   r   r½   +  s   r½   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBioGptForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   5  s    z%BioGptForTokenClassification.__init__Nr   r   r   r   r   r¾   2  s   r¾   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBioGptModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   <  s    zBioGptModel.__init__Nr   r   r   r   r   r¿   9  s   r¿   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBioGptPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   C  s    zBioGptPreTrainedModel.__init__Nr   r   r   r   r   rÀ   @  s   rÀ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBitBackboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   M  s    zBitBackbone.__init__Nr   r   r   r   r   rÁ   J  s   rÁ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBitForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   T  s    z"BitForImageClassification.__init__Nr   r   r   r   r   rÂ   Q  s   rÂ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBitModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   [  s    zBitModel.__init__Nr   r   r   r   r   rÃ   X  s   rÃ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBitPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   b  s    zBitPreTrainedModel.__init__Nr   r   r   r   r   rÄ   _  s   rÄ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlenderbotForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   l  s    zBlenderbotForCausalLM.__init__Nr   r   r   r   r   rÅ   i  s   rÅ   c                   @   s   e Zd ZdgZdd„ ZdS )Ú"BlenderbotForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   s  s    z+BlenderbotForConditionalGeneration.__init__Nr   r   r   r   r   rÆ   p  s   rÆ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlenderbotModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   z  s    zBlenderbotModel.__init__Nr   r   r   r   r   rÇ   w  s   rÇ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlenderbotPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z"BlenderbotPreTrainedModel.__init__Nr   r   r   r   r   rÈ   ~  s   rÈ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlenderbotSmallForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‹  s    z#BlenderbotSmallForCausalLM.__init__Nr   r   r   r   r   rÉ   ˆ  s   rÉ   c                   @   s   e Zd ZdgZdd„ ZdS )Ú'BlenderbotSmallForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ’  s    z0BlenderbotSmallForConditionalGeneration.__init__Nr   r   r   r   r   rÊ     s   rÊ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlenderbotSmallModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ™  s    zBlenderbotSmallModel.__init__Nr   r   r   r   r   rË   –  s   rË   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlenderbotSmallPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z'BlenderbotSmallPreTrainedModel.__init__Nr   r   r   r   r   rÌ     s   rÌ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlipForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ª  s    z%BlipForConditionalGeneration.__init__Nr   r   r   r   r   rÍ   §  s   rÍ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlipForImageTextRetrievalr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ±  s    z"BlipForImageTextRetrieval.__init__Nr   r   r   r   r   rÎ   ®  s   rÎ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlipForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¸  s    z!BlipForQuestionAnswering.__init__Nr   r   r   r   r   rÏ   µ  s   rÏ   c                   @   s   e Zd ZdgZdd„ ZdS )Ú	BlipModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¿  s    zBlipModel.__init__Nr   r   r   r   r   rÐ   ¼  s   rÐ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlipPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Æ  s    zBlipPreTrainedModel.__init__Nr   r   r   r   r   rÑ   Ã  s   rÑ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlipTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Í  s    zBlipTextModel.__init__Nr   r   r   r   r   rÒ   Ê  s   rÒ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlipVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ô  s    zBlipVisionModel.__init__Nr   r   r   r   r   rÓ   Ñ  s   rÓ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlip2ForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Þ  s    z&Blip2ForConditionalGeneration.__init__Nr   r   r   r   r   rÔ   Û  s   rÔ   c                   @   s   e Zd ZdgZdd„ ZdS )Ú
Blip2Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   å  s    zBlip2Model.__init__Nr   r   r   r   r   rÕ   â  s   rÕ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlip2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ì  s    zBlip2PreTrainedModel.__init__Nr   r   r   r   r   rÖ   é  s   rÖ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlip2QFormerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ó  s    zBlip2QFormerModel.__init__Nr   r   r   r   r   r×   ð  s   r×   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBlip2VisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ú  s    zBlip2VisionModel.__init__Nr   r   r   r   r   rØ   ÷  s   rØ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBloomForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zBloomForCausalLM.__init__Nr   r   r   r   r   rÙ     s   rÙ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBloomForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z"BloomForQuestionAnswering.__init__Nr   r   r   r   r   rÚ     s   rÚ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBloomForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z'BloomForSequenceClassification.__init__Nr   r   r   r   r   rÛ     s   rÛ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBloomForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z$BloomForTokenClassification.__init__Nr   r   r   r   r   rÜ     s   rÜ   c                   @   s   e Zd ZdgZdd„ ZdS )Ú
BloomModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    zBloomModel.__init__Nr   r   r   r   r   rÝ     s   rÝ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBloomPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   '  s    zBloomPreTrainedModel.__init__Nr   r   r   r   r   rÞ   $  s   rÞ   c                   @   s   e Zd ZdgZdd„ ZdS )Ú!BridgeTowerForContrastiveLearningr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   1  s    z*BridgeTowerForContrastiveLearning.__init__Nr   r   r   r   r   rß   .  s   rß   c                   @   s   e Zd ZdgZdd„ ZdS )Ú#BridgeTowerForImageAndTextRetrievalr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   8  s    z,BridgeTowerForImageAndTextRetrieval.__init__Nr   r   r   r   r   rà   5  s   rà   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBridgeTowerForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ?  s    zBridgeTowerForMaskedLM.__init__Nr   r   r   r   r   rá   <  s   rá   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBridgeTowerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   F  s    zBridgeTowerModel.__init__Nr   r   r   r   r   râ   C  s   râ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBridgeTowerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   M  s    z#BridgeTowerPreTrainedModel.__init__Nr   r   r   r   r   rã   J  s   rã   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBrosForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   W  s    z#BrosForTokenClassification.__init__Nr   r   r   r   r   rä   T  s   rä   c                   @   s   e Zd ZdgZdd„ ZdS )Ú	BrosModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ^  s    zBrosModel.__init__Nr   r   r   r   r   rå   [  s   rå   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBrosPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   e  s    zBrosPreTrainedModel.__init__Nr   r   r   r   r   ræ   b  s   ræ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚBrosProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   l  s    zBrosProcessor.__init__Nr   r   r   r   r   rç   i  s   rç   c                   @   s   e Zd ZdgZdd„ ZdS )Ú!BrosSpadeEEForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   s  s    z*BrosSpadeEEForTokenClassification.__init__Nr   r   r   r   r   rè   p  s   rè   c                   @   s   e Zd ZdgZdd„ ZdS )Ú!BrosSpadeELForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   z  s    z*BrosSpadeELForTokenClassification.__init__Nr   r   r   r   r   ré   w  s   ré   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCamembertForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   „  s    zCamembertForCausalLM.__init__Nr   r   r   r   r   rê     s   rê   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCamembertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‹  s    zCamembertForMaskedLM.__init__Nr   r   r   r   r   rë   ˆ  s   rë   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCamembertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ’  s    z#CamembertForMultipleChoice.__init__Nr   r   r   r   r   rì     s   rì   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCamembertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ™  s    z&CamembertForQuestionAnswering.__init__Nr   r   r   r   r   rí   –  s   rí   c                   @   s   e Zd ZdgZdd„ ZdS )Ú"CamembertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z+CamembertForSequenceClassification.__init__Nr   r   r   r   r   rî     s   rî   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCamembertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   §  s    z(CamembertForTokenClassification.__init__Nr   r   r   r   r   rï   ¤  s   rï   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCamembertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ®  s    zCamembertModel.__init__Nr   r   r   r   r   rð   «  s   rð   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCamembertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   µ  s    z!CamembertPreTrainedModel.__init__Nr   r   r   r   r   rñ   ²  s   rñ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCanineForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¿  s    z CanineForMultipleChoice.__init__Nr   r   r   r   r   rò   ¼  s   rò   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCanineForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Æ  s    z#CanineForQuestionAnswering.__init__Nr   r   r   r   r   ró   Ã  s   ró   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCanineForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Í  s    z(CanineForSequenceClassification.__init__Nr   r   r   r   r   rô   Ê  s   rô   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCanineForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ô  s    z%CanineForTokenClassification.__init__Nr   r   r   r   r   rõ   Ñ  s   rõ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCanineLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Û  s    zCanineLayer.__init__Nr   r   r   r   r   rö   Ø  s   rö   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCanineModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   â  s    zCanineModel.__init__Nr   r   r   r   r   r÷   ß  s   r÷   c                   @   s   e Zd ZdgZdd„ ZdS )ÚCaninePreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   é  s    zCaninePreTrainedModel.__init__Nr   r   r   r   r   rø   æ  s   rø   c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_caninerJ   r   r   r   rù   í  s    rù   c                   @   s   e Zd ZdgZdd„ ZdS )ÚChineseCLIPModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ÷  s    zChineseCLIPModel.__init__Nr   r   r   r   r   rú   ô  s   rú   c                   @   s   e Zd ZdgZdd„ ZdS )ÚChineseCLIPPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   þ  s    z#ChineseCLIPPreTrainedModel.__init__Nr   r   r   r   r   rû   û  s   rû   c                   @   s   e Zd ZdgZdd„ ZdS )ÚChineseCLIPTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zChineseCLIPTextModel.__init__Nr   r   r   r   r   rü     s   rü   c                   @   s   e Zd ZdgZdd„ ZdS )ÚChineseCLIPVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zChineseCLIPVisionModel.__init__Nr   r   r   r   r   rý   	  s   rý   c                   @   s   e Zd ZdgZdd„ ZdS )ÚClapAudioModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zClapAudioModel.__init__Nr   r   r   r   r   rþ     s   rþ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚClapAudioModelWithProjectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z%ClapAudioModelWithProjection.__init__Nr   r   r   r   r   rÿ     s   rÿ   c                   @   s   e Zd ZdgZdd„ ZdS )ÚClapFeatureExtractorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   $  s    zClapFeatureExtractor.__init__Nr   r   r   r   r   r   !  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )Ú	ClapModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   +  s    zClapModel.__init__Nr   r   r   r   r   r  (  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚClapPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   2  s    zClapPreTrainedModel.__init__Nr   r   r   r   r   r  /  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚClapTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   9  s    zClapTextModel.__init__Nr   r   r   r   r   r  6  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚClapTextModelWithProjectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   @  s    z$ClapTextModelWithProjection.__init__Nr   r   r   r   r   r  =  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	CLIPModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   J  s    zCLIPModel.__init__Nr   r   r   r   r   r  G  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCLIPPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Q  s    zCLIPPreTrainedModel.__init__Nr   r   r   r   r   r  N  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCLIPTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   X  s    zCLIPTextModel.__init__Nr   r   r   r   r   r  U  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCLIPTextModelWithProjectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   _  s    z$CLIPTextModelWithProjection.__init__Nr   r   r   r   r   r  \  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCLIPVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   f  s    zCLIPVisionModel.__init__Nr   r   r   r   r   r	  c  s   r	  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCLIPVisionModelWithProjectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   m  s    z&CLIPVisionModelWithProjection.__init__Nr   r   r   r   r   r
  j  s   r
  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCLIPSegForImageSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   w  s    z$CLIPSegForImageSegmentation.__init__Nr   r   r   r   r   r  t  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCLIPSegModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ~  s    zCLIPSegModel.__init__Nr   r   r   r   r   r  {  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCLIPSegPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   …  s    zCLIPSegPreTrainedModel.__init__Nr   r   r   r   r   r  ‚  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCLIPSegTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Œ  s    zCLIPSegTextModel.__init__Nr   r   r   r   r   r  ‰  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCLIPSegVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   “  s    zCLIPSegVisionModel.__init__Nr   r   r   r   r   r    s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCodeGenForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zCodeGenForCausalLM.__init__Nr   r   r   r   r   r  š  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCodeGenModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¤  s    zCodeGenModel.__init__Nr   r   r   r   r   r  ¡  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCodeGenPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   «  s    zCodeGenPreTrainedModel.__init__Nr   r   r   r   r   r  ¨  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!ConditionalDetrForObjectDetectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   µ  s    z*ConditionalDetrForObjectDetection.__init__Nr   r   r   r   r   r  ²  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConditionalDetrForSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¼  s    z'ConditionalDetrForSegmentation.__init__Nr   r   r   r   r   r  ¹  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConditionalDetrModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ã  s    zConditionalDetrModel.__init__Nr   r   r   r   r   r  À  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConditionalDetrPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ê  s    z'ConditionalDetrPreTrainedModel.__init__Nr   r   r   r   r   r  Ç  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvBertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ô  s    zConvBertForMaskedLM.__init__Nr   r   r   r   r   r  Ñ  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Û  s    z"ConvBertForMultipleChoice.__init__Nr   r   r   r   r   r  Ø  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   â  s    z%ConvBertForQuestionAnswering.__init__Nr   r   r   r   r   r  ß  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!ConvBertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   é  s    z*ConvBertForSequenceClassification.__init__Nr   r   r   r   r   r  æ  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvBertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ð  s    z'ConvBertForTokenClassification.__init__Nr   r   r   r   r   r  í  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvBertLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ÷  s    zConvBertLayer.__init__Nr   r   r   r   r   r  ô  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   þ  s    zConvBertModel.__init__Nr   r   r   r   r   r  û  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z ConvBertPreTrainedModel.__init__Nr   r   r   r   r   r    s   r  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_convbertrJ   r   r   r   r  	  s    r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvNextBackboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zConvNextBackbone.__init__Nr   r   r   r   r   r     s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvNextForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z'ConvNextForImageClassification.__init__Nr   r   r   r   r   r!    s   r!  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvNextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !  s    zConvNextModel.__init__Nr   r   r   r   r   r"    s   r"  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvNextPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   (  s    z ConvNextPreTrainedModel.__init__Nr   r   r   r   r   r#  %  s   r#  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvNextV2Backboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   2  s    zConvNextV2Backbone.__init__Nr   r   r   r   r   r$  /  s   r$  c                   @   s   e Zd ZdgZdd„ ZdS )Ú ConvNextV2ForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   9  s    z)ConvNextV2ForImageClassification.__init__Nr   r   r   r   r   r%  6  s   r%  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvNextV2Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   @  s    zConvNextV2Model.__init__Nr   r   r   r   r   r&  =  s   r&  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConvNextV2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   G  s    z"ConvNextV2PreTrainedModel.__init__Nr   r   r   r   r   r'  D  s   r'  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCpmAntForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Q  s    zCpmAntForCausalLM.__init__Nr   r   r   r   r   r(  N  s   r(  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCpmAntModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   X  s    zCpmAntModel.__init__Nr   r   r   r   r   r)  U  s   r)  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCpmAntPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   _  s    zCpmAntPreTrainedModel.__init__Nr   r   r   r   r   r*  \  s   r*  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCTRLForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   i  s    z&CTRLForSequenceClassification.__init__Nr   r   r   r   r   r+  f  s   r+  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCTRLLMHeadModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   p  s    zCTRLLMHeadModel.__init__Nr   r   r   r   r   r,  m  s   r,  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	CTRLModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   w  s    zCTRLModel.__init__Nr   r   r   r   r   r-  t  s   r-  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCTRLPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ~  s    zCTRLPreTrainedModel.__init__Nr   r   r   r   r   r.  {  s   r.  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCvtForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ˆ  s    z"CvtForImageClassification.__init__Nr   r   r   r   r   r/  …  s   r/  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCvtModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zCvtModel.__init__Nr   r   r   r   r   r0  Œ  s   r0  c                   @   s   e Zd ZdgZdd„ ZdS )ÚCvtPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   –  s    zCvtPreTrainedModel.__init__Nr   r   r   r   r   r1  “  s   r1  c                   @   s   e Zd ZdgZdd„ ZdS )Ú(Data2VecAudioForAudioFrameClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¦  s    z1Data2VecAudioForAudioFrameClassification.__init__Nr   r   r   r   r   r2  £  s   r2  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecAudioForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ­  s    zData2VecAudioForCTC.__init__Nr   r   r   r   r   r3  ª  s   r3  c                   @   s   e Zd ZdgZdd„ ZdS )Ú&Data2VecAudioForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ´  s    z/Data2VecAudioForSequenceClassification.__init__Nr   r   r   r   r   r4  ±  s   r4  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecAudioForXVectorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   »  s    z Data2VecAudioForXVector.__init__Nr   r   r   r   r   r5  ¸  s   r5  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecAudioModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Â  s    zData2VecAudioModel.__init__Nr   r   r   r   r   r6  ¿  s   r6  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecAudioPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   É  s    z%Data2VecAudioPreTrainedModel.__init__Nr   r   r   r   r   r7  Æ  s   r7  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecTextForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ð  s    z Data2VecTextForCausalLM.__init__Nr   r   r   r   r   r8  Í  s   r8  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecTextForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ×  s    z Data2VecTextForMaskedLM.__init__Nr   r   r   r   r   r9  Ô  s   r9  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecTextForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Þ  s    z&Data2VecTextForMultipleChoice.__init__Nr   r   r   r   r   r:  Û  s   r:  c                   @   s   e Zd ZdgZdd„ ZdS )Ú Data2VecTextForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   å  s    z)Data2VecTextForQuestionAnswering.__init__Nr   r   r   r   r   r;  â  s   r;  c                   @   s   e Zd ZdgZdd„ ZdS )Ú%Data2VecTextForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ì  s    z.Data2VecTextForSequenceClassification.__init__Nr   r   r   r   r   r<  é  s   r<  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"Data2VecTextForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ó  s    z+Data2VecTextForTokenClassification.__init__Nr   r   r   r   r   r=  ð  s   r=  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ú  s    zData2VecTextModel.__init__Nr   r   r   r   r   r>  ÷  s   r>  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecTextPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    z$Data2VecTextPreTrainedModel.__init__Nr   r   r   r   r   r?  þ  s   r?  c                   @   s   e Zd ZdgZdd„ ZdS )Ú$Data2VecVisionForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    z-Data2VecVisionForImageClassification.__init__Nr   r   r   r   r   r@  	  s   r@  c                   @   s   e Zd ZdgZdd„ ZdS )Ú%Data2VecVisionForSemanticSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    z.Data2VecVisionForSemanticSegmentation.__init__Nr   r   r   r   r   rA  	  s   rA  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    zData2VecVisionModel.__init__Nr   r   r   r   r   rB  	  s   rB  c                   @   s   e Zd ZdgZdd„ ZdS )ÚData2VecVisionPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    z&Data2VecVisionPreTrainedModel.__init__Nr   r   r   r   r   rC  	  s   rC  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   '	  s    zDebertaForMaskedLM.__init__Nr   r   r   r   r   rD  $	  s   rD  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   .	  s    z$DebertaForQuestionAnswering.__init__Nr   r   r   r   r   rE  +	  s   rE  c                   @   s   e Zd ZdgZdd„ ZdS )Ú DebertaForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   5	  s    z)DebertaForSequenceClassification.__init__Nr   r   r   r   r   rF  2	  s   rF  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   <	  s    z&DebertaForTokenClassification.__init__Nr   r   r   r   r   rG  9	  s   rG  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   C	  s    zDebertaModel.__init__Nr   r   r   r   r   rH  @	  s   rH  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   J	  s    zDebertaPreTrainedModel.__init__Nr   r   r   r   r   rI  G	  s   rI  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaV2ForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   T	  s    zDebertaV2ForMaskedLM.__init__Nr   r   r   r   r   rJ  Q	  s   rJ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaV2ForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   [	  s    z#DebertaV2ForMultipleChoice.__init__Nr   r   r   r   r   rK  X	  s   rK  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaV2ForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   b	  s    z&DebertaV2ForQuestionAnswering.__init__Nr   r   r   r   r   rL  _	  s   rL  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"DebertaV2ForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   i	  s    z+DebertaV2ForSequenceClassification.__init__Nr   r   r   r   r   rM  f	  s   rM  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaV2ForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   p	  s    z(DebertaV2ForTokenClassification.__init__Nr   r   r   r   r   rN  m	  s   rN  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaV2Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   w	  s    zDebertaV2Model.__init__Nr   r   r   r   r   rO  t	  s   rO  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDebertaV2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ~	  s    z!DebertaV2PreTrainedModel.__init__Nr   r   r   r   r   rP  {	  s   rP  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDecisionTransformerGPT2Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ˆ	  s    z%DecisionTransformerGPT2Model.__init__Nr   r   r   r   r   rQ  …	  s   rQ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú&DecisionTransformerGPT2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    z/DecisionTransformerGPT2PreTrainedModel.__init__Nr   r   r   r   r   rR  Œ	  s   rR  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDecisionTransformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   –	  s    z!DecisionTransformerModel.__init__Nr   r   r   r   r   rS  “	  s   rS  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"DecisionTransformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    z+DecisionTransformerPreTrainedModel.__init__Nr   r   r   r   r   rT  š	  s   rT  c                   @   s   e Zd ZdgZdd„ ZdS )Ú DeformableDetrForObjectDetectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   §	  s    z)DeformableDetrForObjectDetection.__init__Nr   r   r   r   r   rU  ¤	  s   rU  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDeformableDetrModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ®	  s    zDeformableDetrModel.__init__Nr   r   r   r   r   rV  «	  s   rV  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDeformableDetrPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   µ	  s    z&DeformableDetrPreTrainedModel.__init__Nr   r   r   r   r   rW  ²	  s   rW  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDeiTForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¿	  s    z#DeiTForImageClassification.__init__Nr   r   r   r   r   rX  ¼	  s   rX  c                   @   s   e Zd ZdgZdd„ ZdS )Ú%DeiTForImageClassificationWithTeacherr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Æ	  s    z.DeiTForImageClassificationWithTeacher.__init__Nr   r   r   r   r   rY  Ã	  s   rY  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDeiTForMaskedImageModelingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Í	  s    z#DeiTForMaskedImageModeling.__init__Nr   r   r   r   r   rZ  Ê	  s   rZ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	DeiTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ô	  s    zDeiTModel.__init__Nr   r   r   r   r   r[  Ñ	  s   r[  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDeiTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Û	  s    zDeiTPreTrainedModel.__init__Nr   r   r   r   r   r\  Ø	  s   r\  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMCTCTForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   å	  s    zMCTCTForCTC.__init__Nr   r   r   r   r   r]  â	  s   r]  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
MCTCTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ì	  s    zMCTCTModel.__init__Nr   r   r   r   r   r^  é	  s   r^  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMCTCTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ó	  s    zMCTCTPreTrainedModel.__init__Nr   r   r   r   r   r_  ð	  s   r_  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMMBTForClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ú	  s    zMMBTForClassification.__init__Nr   r   r   r   r   r`  ÷	  s   r`  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	MMBTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   
  s    zMMBTModel.__init__Nr   r   r   r   r   ra  þ	  s   ra  c                   @   s   e Zd ZdgZdd„ ZdS )ÚModalEmbeddingsr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   
  s    zModalEmbeddings.__init__Nr   r   r   r   r   rb  
  s   rb  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOpenLlamaForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   
  s    zOpenLlamaForCausalLM.__init__Nr   r   r   r   r   rc  
  s   rc  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"OpenLlamaForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   
  s    z+OpenLlamaForSequenceClassification.__init__Nr   r   r   r   r   rd  
  s   rd  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOpenLlamaModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   
  s    zOpenLlamaModel.__init__Nr   r   r   r   r   re  
  s   re  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOpenLlamaPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   $
  s    z!OpenLlamaPreTrainedModel.__init__Nr   r   r   r   r   rf  !
  s   rf  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRetriBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   .
  s    zRetriBertModel.__init__Nr   r   r   r   r   rg  +
  s   rg  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRetriBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   5
  s    z!RetriBertPreTrainedModel.__init__Nr   r   r   r   r   rh  2
  s   rh  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTrajectoryTransformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ?
  s    z#TrajectoryTransformerModel.__init__Nr   r   r   r   r   ri  <
  s   ri  c                   @   s   e Zd ZdgZdd„ ZdS )Ú$TrajectoryTransformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   F
  s    z-TrajectoryTransformerPreTrainedModel.__init__Nr   r   r   r   r   rj  C
  s   rj  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVanForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   P
  s    z"VanForImageClassification.__init__Nr   r   r   r   r   rk  M
  s   rk  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVanModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   W
  s    zVanModel.__init__Nr   r   r   r   r   rl  T
  s   rl  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVanPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ^
  s    zVanPreTrainedModel.__init__Nr   r   r   r   r   rm  [
  s   rm  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDetaForObjectDetectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   h
  s    zDetaForObjectDetection.__init__Nr   r   r   r   r   rn  e
  s   rn  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	DetaModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   o
  s    zDetaModel.__init__Nr   r   r   r   r   ro  l
  s   ro  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDetaPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   v
  s    zDetaPreTrainedModel.__init__Nr   r   r   r   r   rp  s
  s   rp  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDetrForObjectDetectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   €
  s    zDetrForObjectDetection.__init__Nr   r   r   r   r   rq  }
  s   rq  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDetrForSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‡
  s    zDetrForSegmentation.__init__Nr   r   r   r   r   rr  „
  s   rr  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	DetrModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ž
  s    zDetrModel.__init__Nr   r   r   r   r   rs  ‹
  s   rs  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDetrPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   •
  s    zDetrPreTrainedModel.__init__Nr   r   r   r   r   rt  ’
  s   rt  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDinatBackboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ÿ
  s    zDinatBackbone.__init__Nr   r   r   r   r   ru  œ
  s   ru  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDinatForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¦
  s    z$DinatForImageClassification.__init__Nr   r   r   r   r   rv  £
  s   rv  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
DinatModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ­
  s    zDinatModel.__init__Nr   r   r   r   r   rw  ª
  s   rw  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDinatPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ´
  s    zDinatPreTrainedModel.__init__Nr   r   r   r   r   rx  ±
  s   rx  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDinov2Backboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¾
  s    zDinov2Backbone.__init__Nr   r   r   r   r   ry  »
  s   ry  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDinov2ForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Å
  s    z%Dinov2ForImageClassification.__init__Nr   r   r   r   r   rz  Â
  s   rz  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDinov2Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ì
  s    zDinov2Model.__init__Nr   r   r   r   r   r{  É
  s   r{  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDinov2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ó
  s    zDinov2PreTrainedModel.__init__Nr   r   r   r   r   r|  Ð
  s   r|  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDistilBertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ý
  s    zDistilBertForMaskedLM.__init__Nr   r   r   r   r   r}  Ú
  s   r}  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDistilBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ä
  s    z$DistilBertForMultipleChoice.__init__Nr   r   r   r   r   r~  á
  s   r~  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDistilBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ë
  s    z'DistilBertForQuestionAnswering.__init__Nr   r   r   r   r   r  è
  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#DistilBertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ò
  s    z,DistilBertForSequenceClassification.__init__Nr   r   r   r   r   r€  ï
  s   r€  c                   @   s   e Zd ZdgZdd„ ZdS )Ú DistilBertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ù
  s    z)DistilBertForTokenClassification.__init__Nr   r   r   r   r   r  ö
  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDistilBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    zDistilBertModel.__init__Nr   r   r   r   r   r‚  ý
  s   r‚  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDistilBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z"DistilBertPreTrainedModel.__init__Nr   r   r   r   r   rƒ    s   rƒ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDonutSwinModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zDonutSwinModel.__init__Nr   r   r   r   r   r„    s   r„  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDonutSwinPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z!DonutSwinPreTrainedModel.__init__Nr   r   r   r   r   r…    s   r…  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDPRContextEncoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   (  s    zDPRContextEncoder.__init__Nr   r   r   r   r   r†  %  s   r†  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDPRPretrainedContextEncoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   /  s    z$DPRPretrainedContextEncoder.__init__Nr   r   r   r   r   r‡  ,  s   r‡  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDPRPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   6  s    zDPRPreTrainedModel.__init__Nr   r   r   r   r   rˆ  3  s   rˆ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDPRPretrainedQuestionEncoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   =  s    z%DPRPretrainedQuestionEncoder.__init__Nr   r   r   r   r   r‰  :  s   r‰  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDPRPretrainedReaderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   D  s    zDPRPretrainedReader.__init__Nr   r   r   r   r   rŠ  A  s   rŠ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDPRQuestionEncoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   K  s    zDPRQuestionEncoder.__init__Nr   r   r   r   r   r‹  H  s   r‹  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	DPRReaderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   R  s    zDPRReader.__init__Nr   r   r   r   r   rŒ  O  s   rŒ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDPTForDepthEstimationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \  s    zDPTForDepthEstimation.__init__Nr   r   r   r   r   r  Y  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDPTForSemanticSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   c  s    z#DPTForSemanticSegmentation.__init__Nr   r   r   r   r   rŽ  `  s   rŽ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDPTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   j  s    zDPTModel.__init__Nr   r   r   r   r   r  g  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚDPTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   q  s    zDPTPreTrainedModel.__init__Nr   r   r   r   r   r  n  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú%EfficientFormerForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   {  s    z.EfficientFormerForImageClassification.__init__Nr   r   r   r   r   r‘  x  s   r‘  c                   @   s   e Zd ZdgZdd„ ZdS )Ú0EfficientFormerForImageClassificationWithTeacherr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‚  s    z9EfficientFormerForImageClassificationWithTeacher.__init__Nr   r   r   r   r   r’    s   r’  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEfficientFormerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‰  s    zEfficientFormerModel.__init__Nr   r   r   r   r   r“  †  s   r“  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEfficientFormerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z'EfficientFormerPreTrainedModel.__init__Nr   r   r   r   r   r”    s   r”  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"EfficientNetForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   š  s    z+EfficientNetForImageClassification.__init__Nr   r   r   r   r   r•  —  s   r•  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEfficientNetModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¡  s    zEfficientNetModel.__init__Nr   r   r   r   r   r–  ž  s   r–  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEfficientNetPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¨  s    z$EfficientNetPreTrainedModel.__init__Nr   r   r   r   r   r—  ¥  s   r—  c                   @   s   e Zd ZdgZdd„ ZdS )ÚElectraForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ²  s    zElectraForCausalLM.__init__Nr   r   r   r   r   r˜  ¯  s   r˜  c                   @   s   e Zd ZdgZdd„ ZdS )ÚElectraForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¹  s    zElectraForMaskedLM.__init__Nr   r   r   r   r   r™  ¶  s   r™  c                   @   s   e Zd ZdgZdd„ ZdS )ÚElectraForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   À  s    z!ElectraForMultipleChoice.__init__Nr   r   r   r   r   rš  ½  s   rš  c                   @   s   e Zd ZdgZdd„ ZdS )ÚElectraForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ç  s    zElectraForPreTraining.__init__Nr   r   r   r   r   r›  Ä  s   r›  c                   @   s   e Zd ZdgZdd„ ZdS )ÚElectraForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Î  s    z$ElectraForQuestionAnswering.__init__Nr   r   r   r   r   rœ  Ë  s   rœ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú ElectraForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Õ  s    z)ElectraForSequenceClassification.__init__Nr   r   r   r   r   r  Ò  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚElectraForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ü  s    z&ElectraForTokenClassification.__init__Nr   r   r   r   r   rž  Ù  s   rž  c                   @   s   e Zd ZdgZdd„ ZdS )ÚElectraModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ã  s    zElectraModel.__init__Nr   r   r   r   r   rŸ  à  s   rŸ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚElectraPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ê  s    zElectraPreTrainedModel.__init__Nr   r   r   r   r   r   ç  s   r   c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_electrarJ   r   r   r   r¡  î  s    r¡  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEncodecModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ø  s    zEncodecModel.__init__Nr   r   r   r   r   r¢  õ  s   r¢  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEncodecPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ÿ  s    zEncodecPreTrainedModel.__init__Nr   r   r   r   r   r£  ü  s   r£  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEncoderDecoderModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zEncoderDecoderModel.__init__Nr   r   r   r   r   r¤    s   r¤  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zErnieForCausalLM.__init__Nr   r   r   r   r   r¥    s   r¥  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zErnieForMaskedLM.__init__Nr   r   r   r   r   r¦    s   r¦  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zErnieForMultipleChoice.__init__Nr   r   r   r   r   r§    s   r§  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieForNextSentencePredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   %  s    z'ErnieForNextSentencePrediction.__init__Nr   r   r   r   r   r¨  "  s   r¨  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ,  s    zErnieForPreTraining.__init__Nr   r   r   r   r   r©  )  s   r©  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   3  s    z"ErnieForQuestionAnswering.__init__Nr   r   r   r   r   rª  0  s   rª  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   :  s    z'ErnieForSequenceClassification.__init__Nr   r   r   r   r   r«  7  s   r«  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   A  s    z$ErnieForTokenClassification.__init__Nr   r   r   r   r   r¬  >  s   r¬  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
ErnieModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   H  s    zErnieModel.__init__Nr   r   r   r   r   r­  E  s   r­  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErniePreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   O  s    zErniePreTrainedModel.__init__Nr   r   r   r   r   r®  L  s   r®  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieMForInformationExtractionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Y  s    z'ErnieMForInformationExtraction.__init__Nr   r   r   r   r   r¯  V  s   r¯  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieMForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   `  s    z ErnieMForMultipleChoice.__init__Nr   r   r   r   r   r°  ]  s   r°  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieMForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   g  s    z#ErnieMForQuestionAnswering.__init__Nr   r   r   r   r   r±  d  s   r±  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieMForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   n  s    z(ErnieMForSequenceClassification.__init__Nr   r   r   r   r   r²  k  s   r²  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieMForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   u  s    z%ErnieMForTokenClassification.__init__Nr   r   r   r   r   r³  r  s   r³  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieMModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   |  s    zErnieMModel.__init__Nr   r   r   r   r   r´  y  s   r´  c                   @   s   e Zd ZdgZdd„ ZdS )ÚErnieMPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ƒ  s    zErnieMPreTrainedModel.__init__Nr   r   r   r   r   rµ  €  s   rµ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEsmFoldPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zEsmFoldPreTrainedModel.__init__Nr   r   r   r   r   r¶  Š  s   r¶  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEsmForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ”  s    zEsmForMaskedLM.__init__Nr   r   r   r   r   r·  ‘  s   r·  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEsmForProteinFoldingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ›  s    zEsmForProteinFolding.__init__Nr   r   r   r   r   r¸  ˜  s   r¸  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEsmForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¢  s    z%EsmForSequenceClassification.__init__Nr   r   r   r   r   r¹  Ÿ  s   r¹  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEsmForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ©  s    z"EsmForTokenClassification.__init__Nr   r   r   r   r   rº  ¦  s   rº  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEsmModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   °  s    zEsmModel.__init__Nr   r   r   r   r   r»  ­  s   r»  c                   @   s   e Zd ZdgZdd„ ZdS )ÚEsmPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ·  s    zEsmPreTrainedModel.__init__Nr   r   r   r   r   r¼  ´  s   r¼  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFalconForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Á  s    zFalconForCausalLM.__init__Nr   r   r   r   r   r½  ¾  s   r½  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFalconForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   È  s    z#FalconForQuestionAnswering.__init__Nr   r   r   r   r   r¾  Å  s   r¾  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFalconForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ï  s    z(FalconForSequenceClassification.__init__Nr   r   r   r   r   r¿  Ì  s   r¿  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFalconForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ö  s    z%FalconForTokenClassification.__init__Nr   r   r   r   r   rÀ  Ó  s   rÀ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFalconModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ý  s    zFalconModel.__init__Nr   r   r   r   r   rÁ  Ú  s   rÁ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFalconPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ä  s    zFalconPreTrainedModel.__init__Nr   r   r   r   r   rÂ  á  s   rÂ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlaubertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   î  s    z"FlaubertForMultipleChoice.__init__Nr   r   r   r   r   rÃ  ë  s   rÃ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlaubertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   õ  s    z%FlaubertForQuestionAnswering.__init__Nr   r   r   r   r   rÄ  ò  s   rÄ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"FlaubertForQuestionAnsweringSimpler   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ü  s    z+FlaubertForQuestionAnsweringSimple.__init__Nr   r   r   r   r   rÅ  ù  s   rÅ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!FlaubertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z*FlaubertForSequenceClassification.__init__Nr   r   r   r   r   rÆ     s   rÆ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlaubertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   
  s    z'FlaubertForTokenClassification.__init__Nr   r   r   r   r   rÇ    s   rÇ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlaubertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zFlaubertModel.__init__Nr   r   r   r   r   rÈ    s   rÈ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlaubertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z FlaubertPreTrainedModel.__init__Nr   r   r   r   r   rÉ    s   rÉ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlaubertWithLMHeadModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z FlaubertWithLMHeadModel.__init__Nr   r   r   r   r   rÊ    s   rÊ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlavaForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   )  s    zFlavaForPreTraining.__init__Nr   r   r   r   r   rË  &  s   rË  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlavaImageCodebookr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   0  s    zFlavaImageCodebook.__init__Nr   r   r   r   r   rÌ  -  s   rÌ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlavaImageModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   7  s    zFlavaImageModel.__init__Nr   r   r   r   r   rÍ  4  s   rÍ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
FlavaModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   >  s    zFlavaModel.__init__Nr   r   r   r   r   rÎ  ;  s   rÎ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlavaMultimodalModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   E  s    zFlavaMultimodalModel.__init__Nr   r   r   r   r   rÏ  B  s   rÏ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlavaPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   L  s    zFlavaPreTrainedModel.__init__Nr   r   r   r   r   rÐ  I  s   rÐ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFlavaTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   S  s    zFlavaTextModel.__init__Nr   r   r   r   r   rÑ  P  s   rÑ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFNetForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ]  s    zFNetForMaskedLM.__init__Nr   r   r   r   r   rÒ  Z  s   rÒ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFNetForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   d  s    zFNetForMultipleChoice.__init__Nr   r   r   r   r   rÓ  a  s   rÓ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFNetForNextSentencePredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   k  s    z&FNetForNextSentencePrediction.__init__Nr   r   r   r   r   rÔ  h  s   rÔ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFNetForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   r  s    zFNetForPreTraining.__init__Nr   r   r   r   r   rÕ  o  s   rÕ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFNetForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   y  s    z!FNetForQuestionAnswering.__init__Nr   r   r   r   r   rÖ  v  s   rÖ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFNetForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   €  s    z&FNetForSequenceClassification.__init__Nr   r   r   r   r   r×  }  s   r×  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFNetForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‡  s    z#FNetForTokenClassification.__init__Nr   r   r   r   r   rØ  „  s   rØ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	FNetLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ž  s    zFNetLayer.__init__Nr   r   r   r   r   rÙ  ‹  s   rÙ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	FNetModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   •  s    zFNetModel.__init__Nr   r   r   r   r   rÚ  ’  s   rÚ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFNetPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   œ  s    zFNetPreTrainedModel.__init__Nr   r   r   r   r   rÛ  ™  s   rÛ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFocalNetBackboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¦  s    zFocalNetBackbone.__init__Nr   r   r   r   r   rÜ  £  s   rÜ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFocalNetForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ­  s    z'FocalNetForImageClassification.__init__Nr   r   r   r   r   rÝ  ª  s   rÝ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFocalNetForMaskedImageModelingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ´  s    z'FocalNetForMaskedImageModeling.__init__Nr   r   r   r   r   rÞ  ±  s   rÞ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFocalNetModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   »  s    zFocalNetModel.__init__Nr   r   r   r   r   rß  ¸  s   rß  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFocalNetPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Â  s    z FocalNetPreTrainedModel.__init__Nr   r   r   r   r   rà  ¿  s   rà  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFSMTForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   É  s    z%FSMTForConditionalGeneration.__init__Nr   r   r   r   r   rá  Æ  s   rá  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	FSMTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ð  s    zFSMTModel.__init__Nr   r   r   r   r   râ  Í  s   râ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPretrainedFSMTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ×  s    zPretrainedFSMTModel.__init__Nr   r   r   r   r   rã  Ô  s   rã  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFunnelBaseModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   á  s    zFunnelBaseModel.__init__Nr   r   r   r   r   rä  Þ  s   rä  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFunnelForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   è  s    zFunnelForMaskedLM.__init__Nr   r   r   r   r   rå  å  s   rå  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFunnelForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ï  s    z FunnelForMultipleChoice.__init__Nr   r   r   r   r   ræ  ì  s   ræ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFunnelForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ö  s    zFunnelForPreTraining.__init__Nr   r   r   r   r   rç  ó  s   rç  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFunnelForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ý  s    z#FunnelForQuestionAnswering.__init__Nr   r   r   r   r   rè  ú  s   rè  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFunnelForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z(FunnelForSequenceClassification.__init__Nr   r   r   r   r   ré    s   ré  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFunnelForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z%FunnelForTokenClassification.__init__Nr   r   r   r   r   rê    s   rê  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFunnelModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zFunnelModel.__init__Nr   r   r   r   r   rë    s   rë  c                   @   s   e Zd ZdgZdd„ ZdS )ÚFunnelPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zFunnelPreTrainedModel.__init__Nr   r   r   r   r   rì    s   rì  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_funnelrJ   r   r   r   rí    s    rí  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGitForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   '  s    zGitForCausalLM.__init__Nr   r   r   r   r   rî  $  s   rî  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGitModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   .  s    zGitModel.__init__Nr   r   r   r   r   rï  +  s   rï  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGitPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   5  s    zGitPreTrainedModel.__init__Nr   r   r   r   r   rð  2  s   rð  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGitVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   <  s    zGitVisionModel.__init__Nr   r   r   r   r   rñ  9  s   rñ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGLPNForDepthEstimationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   F  s    zGLPNForDepthEstimation.__init__Nr   r   r   r   r   rò  C  s   rò  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	GLPNModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   M  s    zGLPNModel.__init__Nr   r   r   r   r   ró  J  s   ró  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGLPNPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   T  s    zGLPNPreTrainedModel.__init__Nr   r   r   r   r   rô  Q  s   rô  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPT2DoubleHeadsModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ^  s    zGPT2DoubleHeadsModel.__init__Nr   r   r   r   r   rõ  [  s   rõ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPT2ForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   e  s    z!GPT2ForQuestionAnswering.__init__Nr   r   r   r   r   rö  b  s   rö  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPT2ForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   l  s    z&GPT2ForSequenceClassification.__init__Nr   r   r   r   r   r÷  i  s   r÷  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPT2ForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   s  s    z#GPT2ForTokenClassification.__init__Nr   r   r   r   r   rø  p  s   rø  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPT2LMHeadModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   z  s    zGPT2LMHeadModel.__init__Nr   r   r   r   r   rù  w  s   rù  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	GPT2Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zGPT2Model.__init__Nr   r   r   r   r   rú  ~  s   rú  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPT2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ˆ  s    zGPT2PreTrainedModel.__init__Nr   r   r   r   r   rû  …  s   rû  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_gpt2rJ   r   r   r   rü  Œ  s    rü  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTBigCodeForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   –  s    zGPTBigCodeForCausalLM.__init__Nr   r   r   r   r   rý  “  s   rý  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#GPTBigCodeForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z,GPTBigCodeForSequenceClassification.__init__Nr   r   r   r   r   rþ  š  s   rþ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú GPTBigCodeForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¤  s    z)GPTBigCodeForTokenClassification.__init__Nr   r   r   r   r   rÿ  ¡  s   rÿ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTBigCodeModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   «  s    zGPTBigCodeModel.__init__Nr   r   r   r   r   r   ¨  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTBigCodePreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ²  s    z"GPTBigCodePreTrainedModel.__init__Nr   r   r   r   r   r  ¯  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¼  s    zGPTNeoForCausalLM.__init__Nr   r   r   r   r   r  ¹  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ã  s    z#GPTNeoForQuestionAnswering.__init__Nr   r   r   r   r   r  À  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ê  s    z(GPTNeoForSequenceClassification.__init__Nr   r   r   r   r   r  Ç  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ñ  s    z%GPTNeoForTokenClassification.__init__Nr   r   r   r   r   r  Î  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ø  s    zGPTNeoModel.__init__Nr   r   r   r   r   r  Õ  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ß  s    zGPTNeoPreTrainedModel.__init__Nr   r   r   r   r   r  Ü  s   r  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_gpt_neorJ   r   r   r   r  ã  s    r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoXForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   í  s    zGPTNeoXForCausalLM.__init__Nr   r   r   r   r   r	  ê  s   r	  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoXForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ô  s    z$GPTNeoXForQuestionAnswering.__init__Nr   r   r   r   r   r
  ñ  s   r
  c                   @   s   e Zd ZdgZdd„ ZdS )Ú GPTNeoXForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   û  s    z)GPTNeoXForSequenceClassification.__init__Nr   r   r   r   r   r  ø  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoXForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z&GPTNeoXForTokenClassification.__init__Nr   r   r   r   r   r  ÿ  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoXLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    zGPTNeoXLayer.__init__Nr   r   r   r   r   r    s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoXModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zGPTNeoXModel.__init__Nr   r   r   r   r   r    s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoXPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zGPTNeoXPreTrainedModel.__init__Nr   r   r   r   r   r    s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoXJapaneseForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !  s    z#GPTNeoXJapaneseForCausalLM.__init__Nr   r   r   r   r   r    s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoXJapaneseLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   (  s    zGPTNeoXJapaneseLayer.__init__Nr   r   r   r   r   r  %  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoXJapaneseModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   /  s    zGPTNeoXJapaneseModel.__init__Nr   r   r   r   r   r  ,  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTNeoXJapanesePreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   6  s    z'GPTNeoXJapanesePreTrainedModel.__init__Nr   r   r   r   r   r  3  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTJForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   @  s    zGPTJForCausalLM.__init__Nr   r   r   r   r   r  =  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTJForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   G  s    z!GPTJForQuestionAnswering.__init__Nr   r   r   r   r   r  D  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTJForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   N  s    z&GPTJForSequenceClassification.__init__Nr   r   r   r   r   r  K  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	GPTJModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   U  s    zGPTJModel.__init__Nr   r   r   r   r   r  R  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTJPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \  s    zGPTJPreTrainedModel.__init__Nr   r   r   r   r   r  Y  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú&GPTSanJapaneseForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   f  s    z/GPTSanJapaneseForConditionalGeneration.__init__Nr   r   r   r   r   r  c  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTSanJapaneseModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   m  s    zGPTSanJapaneseModel.__init__Nr   r   r   r   r   r  j  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGPTSanJapanesePreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   t  s    z&GPTSanJapanesePreTrainedModel.__init__Nr   r   r   r   r   r  q  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú GraphormerForGraphClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ~  s    z)GraphormerForGraphClassification.__init__Nr   r   r   r   r   r  {  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGraphormerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   …  s    zGraphormerModel.__init__Nr   r   r   r   r   r  ‚  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGraphormerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Œ  s    z"GraphormerPreTrainedModel.__init__Nr   r   r   r   r   r  ‰  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGroupViTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   –  s    zGroupViTModel.__init__Nr   r   r   r   r   r  “  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGroupViTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z GroupViTPreTrainedModel.__init__Nr   r   r   r   r   r   š  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚGroupViTTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¤  s    zGroupViTTextModel.__init__Nr   r   r   r   r   r!  ¡  s   r!  c                   @   s   e Zd ZdgZdd„ ZdS )ÚGroupViTVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   «  s    zGroupViTVisionModel.__init__Nr   r   r   r   r   r"  ¨  s   r"  c                   @   s   e Zd ZdgZdd„ ZdS )ÚHubertForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   µ  s    zHubertForCTC.__init__Nr   r   r   r   r   r#  ²  s   r#  c                   @   s   e Zd ZdgZdd„ ZdS )ÚHubertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¼  s    z(HubertForSequenceClassification.__init__Nr   r   r   r   r   r$  ¹  s   r$  c                   @   s   e Zd ZdgZdd„ ZdS )ÚHubertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ã  s    zHubertModel.__init__Nr   r   r   r   r   r%  À  s   r%  c                   @   s   e Zd ZdgZdd„ ZdS )ÚHubertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ê  s    zHubertPreTrainedModel.__init__Nr   r   r   r   r   r&  Ç  s   r&  c                   @   s   e Zd ZdgZdd„ ZdS )ÚIBertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ô  s    zIBertForMaskedLM.__init__Nr   r   r   r   r   r'  Ñ  s   r'  c                   @   s   e Zd ZdgZdd„ ZdS )ÚIBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Û  s    zIBertForMultipleChoice.__init__Nr   r   r   r   r   r(  Ø  s   r(  c                   @   s   e Zd ZdgZdd„ ZdS )ÚIBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   â  s    z"IBertForQuestionAnswering.__init__Nr   r   r   r   r   r)  ß  s   r)  c                   @   s   e Zd ZdgZdd„ ZdS )ÚIBertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   é  s    z'IBertForSequenceClassification.__init__Nr   r   r   r   r   r*  æ  s   r*  c                   @   s   e Zd ZdgZdd„ ZdS )ÚIBertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ð  s    z$IBertForTokenClassification.__init__Nr   r   r   r   r   r+  í  s   r+  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
IBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ÷  s    zIBertModel.__init__Nr   r   r   r   r   r,  ô  s   r,  c                   @   s   e Zd ZdgZdd„ ZdS )ÚIBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   þ  s    zIBertPreTrainedModel.__init__Nr   r   r   r   r   r-  û  s   r-  c                   @   s   e Zd ZdgZdd„ ZdS )ÚIdeficsForVisionText2Textr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z"IdeficsForVisionText2Text.__init__Nr   r   r   r   r   r.    s   r.  c                   @   s   e Zd ZdgZdd„ ZdS )ÚIdeficsModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zIdeficsModel.__init__Nr   r   r   r   r   r/    s   r/  c                   @   s   e Zd ZdgZdd„ ZdS )ÚIdeficsPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zIdeficsPreTrainedModel.__init__Nr   r   r   r   r   r0    s   r0  c                   @   s   e Zd ZdgZdd„ ZdS )ÚIdeficsProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zIdeficsProcessor.__init__Nr   r   r   r   r   r1    s   r1  c                   @   s   e Zd ZdgZdd„ ZdS )ÚImageGPTForCausalImageModelingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   '  s    z'ImageGPTForCausalImageModeling.__init__Nr   r   r   r   r   r2  $  s   r2  c                   @   s   e Zd ZdgZdd„ ZdS )ÚImageGPTForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   .  s    z'ImageGPTForImageClassification.__init__Nr   r   r   r   r   r3  +  s   r3  c                   @   s   e Zd ZdgZdd„ ZdS )ÚImageGPTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   5  s    zImageGPTModel.__init__Nr   r   r   r   r   r4  2  s   r4  c                   @   s   e Zd ZdgZdd„ ZdS )ÚImageGPTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   <  s    z ImageGPTPreTrainedModel.__init__Nr   r   r   r   r   r5  9  s   r5  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_imagegptrJ   r   r   r   r6  @  s    r6  c                   @   s   e Zd ZdgZdd„ ZdS )ÚInformerForPredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   J  s    zInformerForPrediction.__init__Nr   r   r   r   r   r7  G  s   r7  c                   @   s   e Zd ZdgZdd„ ZdS )ÚInformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Q  s    zInformerModel.__init__Nr   r   r   r   r   r8  N  s   r8  c                   @   s   e Zd ZdgZdd„ ZdS )ÚInformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   X  s    z InformerPreTrainedModel.__init__Nr   r   r   r   r   r9  U  s   r9  c                   @   s   e Zd ZdgZdd„ ZdS )Ú$InstructBlipForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   b  s    z-InstructBlipForConditionalGeneration.__init__Nr   r   r   r   r   r:  _  s   r:  c                   @   s   e Zd ZdgZdd„ ZdS )ÚInstructBlipPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   i  s    z$InstructBlipPreTrainedModel.__init__Nr   r   r   r   r   r;  f  s   r;  c                   @   s   e Zd ZdgZdd„ ZdS )ÚInstructBlipQFormerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   p  s    z!InstructBlipQFormerModel.__init__Nr   r   r   r   r   r<  m  s   r<  c                   @   s   e Zd ZdgZdd„ ZdS )ÚInstructBlipVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   w  s    z InstructBlipVisionModel.__init__Nr   r   r   r   r   r=  t  s   r=  c                   @   s   e Zd ZdgZdd„ ZdS )ÚJukeboxModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zJukeboxModel.__init__Nr   r   r   r   r   r>  ~  s   r>  c                   @   s   e Zd ZdgZdd„ ZdS )ÚJukeboxPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ˆ  s    zJukeboxPreTrainedModel.__init__Nr   r   r   r   r   r?  …  s   r?  c                   @   s   e Zd ZdgZdd„ ZdS )ÚJukeboxPriorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zJukeboxPrior.__init__Nr   r   r   r   r   r@  Œ  s   r@  c                   @   s   e Zd ZdgZdd„ ZdS )ÚJukeboxVQVAEr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   –  s    zJukeboxVQVAE.__init__Nr   r   r   r   r   rA  “  s   rA  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    zLayoutLMForMaskedLM.__init__Nr   r   r   r   r   rB    s   rB  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   §  s    z%LayoutLMForQuestionAnswering.__init__Nr   r   r   r   r   rC  ¤  s   rC  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!LayoutLMForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ®  s    z*LayoutLMForSequenceClassification.__init__Nr   r   r   r   r   rD  «  s   rD  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   µ  s    z'LayoutLMForTokenClassification.__init__Nr   r   r   r   r   rE  ²  s   rE  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¼  s    zLayoutLMModel.__init__Nr   r   r   r   r   rF  ¹  s   rF  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ã  s    z LayoutLMPreTrainedModel.__init__Nr   r   r   r   r   rG  À  s   rG  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMv2ForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Í  s    z'LayoutLMv2ForQuestionAnswering.__init__Nr   r   r   r   r   rH  Ê  s   rH  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#LayoutLMv2ForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ô  s    z,LayoutLMv2ForSequenceClassification.__init__Nr   r   r   r   r   rI  Ñ  s   rI  c                   @   s   e Zd ZdgZdd„ ZdS )Ú LayoutLMv2ForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Û  s    z)LayoutLMv2ForTokenClassification.__init__Nr   r   r   r   r   rJ  Ø  s   rJ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMv2Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   â  s    zLayoutLMv2Model.__init__Nr   r   r   r   r   rK  ß  s   rK  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMv2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   é  s    z"LayoutLMv2PreTrainedModel.__init__Nr   r   r   r   r   rL  æ  s   rL  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMv3ForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ó  s    z'LayoutLMv3ForQuestionAnswering.__init__Nr   r   r   r   r   rM  ð  s   rM  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#LayoutLMv3ForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ú  s    z,LayoutLMv3ForSequenceClassification.__init__Nr   r   r   r   r   rN  ÷  s   rN  c                   @   s   e Zd ZdgZdd„ ZdS )Ú LayoutLMv3ForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z)LayoutLMv3ForTokenClassification.__init__Nr   r   r   r   r   rO  þ  s   rO  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMv3Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zLayoutLMv3Model.__init__Nr   r   r   r   r   rP    s   rP  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLayoutLMv3PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z"LayoutLMv3PreTrainedModel.__init__Nr   r   r   r   r   rQ    s   rQ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLEDForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z$LEDForConditionalGeneration.__init__Nr   r   r   r   r   rR    s   rR  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLEDForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z LEDForQuestionAnswering.__init__Nr   r   r   r   r   rS    s   rS  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLEDForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   '  s    z%LEDForSequenceClassification.__init__Nr   r   r   r   r   rT  $  s   rT  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLEDModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   .  s    zLEDModel.__init__Nr   r   r   r   r   rU  +  s   rU  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLEDPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   5  s    zLEDPreTrainedModel.__init__Nr   r   r   r   r   rV  2  s   rV  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLevitForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ?  s    z$LevitForImageClassification.__init__Nr   r   r   r   r   rW  <  s   rW  c                   @   s   e Zd ZdgZdd„ ZdS )Ú&LevitForImageClassificationWithTeacherr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   F  s    z/LevitForImageClassificationWithTeacher.__init__Nr   r   r   r   r   rX  C  s   rX  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
LevitModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   M  s    zLevitModel.__init__Nr   r   r   r   r   rY  J  s   rY  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLevitPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   T  s    zLevitPreTrainedModel.__init__Nr   r   r   r   r   rZ  Q  s   rZ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLiltForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ^  s    z!LiltForQuestionAnswering.__init__Nr   r   r   r   r   r[  [  s   r[  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLiltForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   e  s    z&LiltForSequenceClassification.__init__Nr   r   r   r   r   r\  b  s   r\  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLiltForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   l  s    z#LiltForTokenClassification.__init__Nr   r   r   r   r   r]  i  s   r]  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	LiltModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   s  s    zLiltModel.__init__Nr   r   r   r   r   r^  p  s   r^  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLiltPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   z  s    zLiltPreTrainedModel.__init__Nr   r   r   r   r   r_  w  s   r_  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLlamaForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zLlamaForCausalLM.__init__Nr   r   r   r   r   r`  ~  s   r`  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLlamaForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ˆ  s    z'LlamaForSequenceClassification.__init__Nr   r   r   r   r   ra  …  s   ra  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
LlamaModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zLlamaModel.__init__Nr   r   r   r   r   rb  Œ  s   rb  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLlamaPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   –  s    zLlamaPreTrainedModel.__init__Nr   r   r   r   r   rc  “  s   rc  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLongformerForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    zLongformerForMaskedLM.__init__Nr   r   r   r   r   rd    s   rd  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLongformerForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   §  s    z$LongformerForMultipleChoice.__init__Nr   r   r   r   r   re  ¤  s   re  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLongformerForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ®  s    z'LongformerForQuestionAnswering.__init__Nr   r   r   r   r   rf  «  s   rf  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#LongformerForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   µ  s    z,LongformerForSequenceClassification.__init__Nr   r   r   r   r   rg  ²  s   rg  c                   @   s   e Zd ZdgZdd„ ZdS )Ú LongformerForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¼  s    z)LongformerForTokenClassification.__init__Nr   r   r   r   r   rh  ¹  s   rh  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLongformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ã  s    zLongformerModel.__init__Nr   r   r   r   r   ri  À  s   ri  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLongformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ê  s    z"LongformerPreTrainedModel.__init__Nr   r   r   r   r   rj  Ç  s   rj  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLongformerSelfAttentionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ñ  s    z LongformerSelfAttention.__init__Nr   r   r   r   r   rk  Î  s   rk  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLongT5EncoderModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Û  s    zLongT5EncoderModel.__init__Nr   r   r   r   r   rl  Ø  s   rl  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLongT5ForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   â  s    z'LongT5ForConditionalGeneration.__init__Nr   r   r   r   r   rm  ß  s   rm  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLongT5Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   é  s    zLongT5Model.__init__Nr   r   r   r   r   rn  æ  s   rn  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLongT5PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ð  s    zLongT5PreTrainedModel.__init__Nr   r   r   r   r   ro  í  s   ro  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLukeForEntityClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ú  s    z$LukeForEntityClassification.__init__Nr   r   r   r   r   rp  ÷  s   rp  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLukeForEntityPairClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z(LukeForEntityPairClassification.__init__Nr   r   r   r   r   rq  þ  s   rq  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLukeForEntitySpanClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z(LukeForEntitySpanClassification.__init__Nr   r   r   r   r   rr    s   rr  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLukeForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zLukeForMaskedLM.__init__Nr   r   r   r   r   rs    s   rs  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLukeForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zLukeForMultipleChoice.__init__Nr   r   r   r   r   rt    s   rt  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLukeForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z!LukeForQuestionAnswering.__init__Nr   r   r   r   r   ru    s   ru  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLukeForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   $  s    z&LukeForSequenceClassification.__init__Nr   r   r   r   r   rv  !  s   rv  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLukeForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   +  s    z#LukeForTokenClassification.__init__Nr   r   r   r   r   rw  (  s   rw  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	LukeModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   2  s    zLukeModel.__init__Nr   r   r   r   r   rx  /  s   rx  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLukePreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   9  s    zLukePreTrainedModel.__init__Nr   r   r   r   r   ry  6  s   ry  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLxmertEncoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   @  s    zLxmertEncoder.__init__Nr   r   r   r   r   rz  =  s   rz  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLxmertForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   G  s    zLxmertForPreTraining.__init__Nr   r   r   r   r   r{  D  s   r{  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLxmertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   N  s    z#LxmertForQuestionAnswering.__init__Nr   r   r   r   r   r|  K  s   r|  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLxmertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   U  s    zLxmertModel.__init__Nr   r   r   r   r   r}  R  s   r}  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLxmertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \  s    zLxmertPreTrainedModel.__init__Nr   r   r   r   r   r~  Y  s   r~  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLxmertVisualFeatureEncoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   c  s    z#LxmertVisualFeatureEncoder.__init__Nr   r   r   r   r   r  `  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚLxmertXLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   j  s    zLxmertXLayer.__init__Nr   r   r   r   r   r€  g  s   r€  c                   @   s   e Zd ZdgZdd„ ZdS )ÚM2M100ForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   t  s    z'M2M100ForConditionalGeneration.__init__Nr   r   r   r   r   r  q  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚM2M100Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   {  s    zM2M100Model.__init__Nr   r   r   r   r   r‚  x  s   r‚  c                   @   s   e Zd ZdgZdd„ ZdS )ÚM2M100PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‚  s    zM2M100PreTrainedModel.__init__Nr   r   r   r   r   rƒ    s   rƒ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMarianForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‰  s    zMarianForCausalLM.__init__Nr   r   r   r   r   r„  †  s   r„  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMarianModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zMarianModel.__init__Nr   r   r   r   r   r…    s   r…  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMarianMTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   —  s    zMarianMTModel.__init__Nr   r   r   r   r   r†  ”  s   r†  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMarkupLMForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¡  s    z%MarkupLMForQuestionAnswering.__init__Nr   r   r   r   r   r‡  ž  s   r‡  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!MarkupLMForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¨  s    z*MarkupLMForSequenceClassification.__init__Nr   r   r   r   r   rˆ  ¥  s   rˆ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMarkupLMForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¯  s    z'MarkupLMForTokenClassification.__init__Nr   r   r   r   r   r‰  ¬  s   r‰  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMarkupLMModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¶  s    zMarkupLMModel.__init__Nr   r   r   r   r   rŠ  ³  s   rŠ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMarkupLMPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ½  s    z MarkupLMPreTrainedModel.__init__Nr   r   r   r   r   r‹  º  s   r‹  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#Mask2FormerForUniversalSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ç  s    z,Mask2FormerForUniversalSegmentation.__init__Nr   r   r   r   r   rŒ  Ä  s   rŒ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMask2FormerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Î  s    zMask2FormerModel.__init__Nr   r   r   r   r   r  Ë  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMask2FormerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Õ  s    z#Mask2FormerPreTrainedModel.__init__Nr   r   r   r   r   rŽ  Ò  s   rŽ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!MaskFormerForInstanceSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ß  s    z*MaskFormerForInstanceSegmentation.__init__Nr   r   r   r   r   r  Ü  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMaskFormerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   æ  s    zMaskFormerModel.__init__Nr   r   r   r   r   r  ã  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMaskFormerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   í  s    z"MaskFormerPreTrainedModel.__init__Nr   r   r   r   r   r‘  ê  s   r‘  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMaskFormerSwinBackboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ô  s    zMaskFormerSwinBackbone.__init__Nr   r   r   r   r   r’  ñ  s   r’  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMBartForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   û  s    zMBartForCausalLM.__init__Nr   r   r   r   r   r“  ø  s   r“  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMBartForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z&MBartForConditionalGeneration.__init__Nr   r   r   r   r   r”  ÿ  s   r”  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMBartForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    z"MBartForQuestionAnswering.__init__Nr   r   r   r   r   r•    s   r•  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMBartForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z'MBartForSequenceClassification.__init__Nr   r   r   r   r   r–    s   r–  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
MBartModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zMBartModel.__init__Nr   r   r   r   r   r—    s   r—  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMBartPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zMBartPreTrainedModel.__init__Nr   r   r   r   r   r˜    s   r˜  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegaForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   (  s    zMegaForCausalLM.__init__Nr   r   r   r   r   r™  %  s   r™  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegaForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   /  s    zMegaForMaskedLM.__init__Nr   r   r   r   r   rš  ,  s   rš  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegaForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   6  s    zMegaForMultipleChoice.__init__Nr   r   r   r   r   r›  3  s   r›  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegaForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   =  s    z!MegaForQuestionAnswering.__init__Nr   r   r   r   r   rœ  :  s   rœ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegaForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   D  s    z&MegaForSequenceClassification.__init__Nr   r   r   r   r   r  A  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegaForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   K  s    z#MegaForTokenClassification.__init__Nr   r   r   r   r   rž  H  s   rž  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	MegaModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   R  s    zMegaModel.__init__Nr   r   r   r   r   rŸ  O  s   rŸ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegaPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Y  s    zMegaPreTrainedModel.__init__Nr   r   r   r   r   r   V  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegatronBertForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   c  s    z MegatronBertForCausalLM.__init__Nr   r   r   r   r   r¡  `  s   r¡  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegatronBertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   j  s    z MegatronBertForMaskedLM.__init__Nr   r   r   r   r   r¢  g  s   r¢  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegatronBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   q  s    z&MegatronBertForMultipleChoice.__init__Nr   r   r   r   r   r£  n  s   r£  c                   @   s   e Zd ZdgZdd„ ZdS )Ú%MegatronBertForNextSentencePredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   x  s    z.MegatronBertForNextSentencePrediction.__init__Nr   r   r   r   r   r¤  u  s   r¤  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegatronBertForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z#MegatronBertForPreTraining.__init__Nr   r   r   r   r   r¥  |  s   r¥  c                   @   s   e Zd ZdgZdd„ ZdS )Ú MegatronBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   †  s    z)MegatronBertForQuestionAnswering.__init__Nr   r   r   r   r   r¦  ƒ  s   r¦  c                   @   s   e Zd ZdgZdd„ ZdS )Ú%MegatronBertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z.MegatronBertForSequenceClassification.__init__Nr   r   r   r   r   r§  Š  s   r§  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"MegatronBertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ”  s    z+MegatronBertForTokenClassification.__init__Nr   r   r   r   r   r¨  ‘  s   r¨  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegatronBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ›  s    zMegatronBertModel.__init__Nr   r   r   r   r   r©  ˜  s   r©  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMegatronBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¢  s    z$MegatronBertPreTrainedModel.__init__Nr   r   r   r   r   rª  Ÿ  s   rª  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMgpstrForSceneTextRecognitionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¬  s    z&MgpstrForSceneTextRecognition.__init__Nr   r   r   r   r   r«  ©  s   r«  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMgpstrModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ³  s    zMgpstrModel.__init__Nr   r   r   r   r   r¬  °  s   r¬  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMgpstrPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   º  s    zMgpstrPreTrainedModel.__init__Nr   r   r   r   r   r­  ·  s   r­  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMistralForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Á  s    zMistralForCausalLM.__init__Nr   r   r   r   r   r®  ¾  s   r®  c                   @   s   e Zd ZdgZdd„ ZdS )Ú MistralForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   È  s    z)MistralForSequenceClassification.__init__Nr   r   r   r   r   r¯  Å  s   r¯  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMistralModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ï  s    zMistralModel.__init__Nr   r   r   r   r   r°  Ì  s   r°  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMistralPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ö  s    zMistralPreTrainedModel.__init__Nr   r   r   r   r   r±  Ó  s   r±  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileBertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   à  s    zMobileBertForMaskedLM.__init__Nr   r   r   r   r   r²  Ý  s   r²  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ç  s    z$MobileBertForMultipleChoice.__init__Nr   r   r   r   r   r³  ä  s   r³  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#MobileBertForNextSentencePredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   î  s    z,MobileBertForNextSentencePrediction.__init__Nr   r   r   r   r   r´  ë  s   r´  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileBertForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   õ  s    z!MobileBertForPreTraining.__init__Nr   r   r   r   r   rµ  ò  s   rµ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ü  s    z'MobileBertForQuestionAnswering.__init__Nr   r   r   r   r   r¶  ù  s   r¶  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#MobileBertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z,MobileBertForSequenceClassification.__init__Nr   r   r   r   r   r·     s   r·  c                   @   s   e Zd ZdgZdd„ ZdS )Ú MobileBertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   
  s    z)MobileBertForTokenClassification.__init__Nr   r   r   r   r   r¸    s   r¸  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileBertLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zMobileBertLayer.__init__Nr   r   r   r   r   r¹    s   r¹  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zMobileBertModel.__init__Nr   r   r   r   r   rº    s   rº  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z"MobileBertPreTrainedModel.__init__Nr   r   r   r   r   r»    s   r»  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_mobilebertrJ   r   r   r   r¼  #  s    r¼  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!MobileNetV1ForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   -  s    z*MobileNetV1ForImageClassification.__init__Nr   r   r   r   r   r½  *  s   r½  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileNetV1Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   4  s    zMobileNetV1Model.__init__Nr   r   r   r   r   r¾  1  s   r¾  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileNetV1PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ;  s    z#MobileNetV1PreTrainedModel.__init__Nr   r   r   r   r   r¿  8  s   r¿  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_mobilenet_v1rJ   r   r   r   rÀ  ?  s    rÀ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!MobileNetV2ForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   I  s    z*MobileNetV2ForImageClassification.__init__Nr   r   r   r   r   rÁ  F  s   rÁ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"MobileNetV2ForSemanticSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   P  s    z+MobileNetV2ForSemanticSegmentation.__init__Nr   r   r   r   r   rÂ  M  s   rÂ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileNetV2Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   W  s    zMobileNetV2Model.__init__Nr   r   r   r   r   rÃ  T  s   rÃ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileNetV2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ^  s    z#MobileNetV2PreTrainedModel.__init__Nr   r   r   r   r   rÄ  [  s   rÄ  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_mobilenet_v2rJ   r   r   r   rÅ  b  s    rÅ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileViTForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   l  s    z(MobileViTForImageClassification.__init__Nr   r   r   r   r   rÆ  i  s   rÆ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú MobileViTForSemanticSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   s  s    z)MobileViTForSemanticSegmentation.__init__Nr   r   r   r   r   rÇ  p  s   rÇ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileViTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   z  s    zMobileViTModel.__init__Nr   r   r   r   r   rÈ  w  s   rÈ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileViTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z!MobileViTPreTrainedModel.__init__Nr   r   r   r   r   rÉ  ~  s   rÉ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!MobileViTV2ForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‹  s    z*MobileViTV2ForImageClassification.__init__Nr   r   r   r   r   rÊ  ˆ  s   rÊ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"MobileViTV2ForSemanticSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ’  s    z+MobileViTV2ForSemanticSegmentation.__init__Nr   r   r   r   r   rË    s   rË  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileViTV2Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ™  s    zMobileViTV2Model.__init__Nr   r   r   r   r   rÌ  –  s   rÌ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMobileViTV2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z#MobileViTV2PreTrainedModel.__init__Nr   r   r   r   r   rÍ    s   rÍ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMPNetForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ª  s    zMPNetForMaskedLM.__init__Nr   r   r   r   r   rÎ  §  s   rÎ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMPNetForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ±  s    zMPNetForMultipleChoice.__init__Nr   r   r   r   r   rÏ  ®  s   rÏ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMPNetForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¸  s    z"MPNetForQuestionAnswering.__init__Nr   r   r   r   r   rÐ  µ  s   rÐ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMPNetForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¿  s    z'MPNetForSequenceClassification.__init__Nr   r   r   r   r   rÑ  ¼  s   rÑ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMPNetForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Æ  s    z$MPNetForTokenClassification.__init__Nr   r   r   r   r   rÒ  Ã  s   rÒ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
MPNetLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Í  s    zMPNetLayer.__init__Nr   r   r   r   r   rÓ  Ê  s   rÓ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
MPNetModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ô  s    zMPNetModel.__init__Nr   r   r   r   r   rÔ  Ñ  s   rÔ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMPNetPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Û  s    zMPNetPreTrainedModel.__init__Nr   r   r   r   r   rÕ  Ø  s   rÕ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMptForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   å  s    zMptForCausalLM.__init__Nr   r   r   r   r   rÖ  â  s   rÖ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMptForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ì  s    z MptForQuestionAnswering.__init__Nr   r   r   r   r   r×  é  s   r×  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMptForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ó  s    z%MptForSequenceClassification.__init__Nr   r   r   r   r   rØ  ð  s   rØ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMptForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ú  s    z"MptForTokenClassification.__init__Nr   r   r   r   r   rÙ  ÷  s   rÙ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMptModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zMptModel.__init__Nr   r   r   r   r   rÚ  þ  s   rÚ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMptPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zMptPreTrainedModel.__init__Nr   r   r   r   r   rÛ    s   rÛ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMraForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zMraForMaskedLM.__init__Nr   r   r   r   r   rÜ    s   rÜ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMraForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zMraForMultipleChoice.__init__Nr   r   r   r   r   rÝ    s   rÝ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMraForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z MraForQuestionAnswering.__init__Nr   r   r   r   r   rÞ    s   rÞ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMraForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   '  s    z%MraForSequenceClassification.__init__Nr   r   r   r   r   rß  $  s   rß  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMraForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   .  s    z"MraForTokenClassification.__init__Nr   r   r   r   r   rà  +  s   rà  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMraModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   5  s    zMraModel.__init__Nr   r   r   r   r   rá  2  s   rá  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMraPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   <  s    zMraPreTrainedModel.__init__Nr   r   r   r   r   râ  9  s   râ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMT5EncoderModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   C  s    zMT5EncoderModel.__init__Nr   r   r   r   r   rã  @  s   rã  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMT5ForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   J  s    z$MT5ForConditionalGeneration.__init__Nr   r   r   r   r   rä  G  s   rä  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMT5ForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Q  s    z MT5ForQuestionAnswering.__init__Nr   r   r   r   r   rå  N  s   rå  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMT5ForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   X  s    z%MT5ForSequenceClassification.__init__Nr   r   r   r   r   ræ  U  s   ræ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMT5Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   _  s    zMT5Model.__init__Nr   r   r   r   r   rç  \  s   rç  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMT5PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   f  s    zMT5PreTrainedModel.__init__Nr   r   r   r   r   rè  c  s   rè  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMusicgenForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   p  s    zMusicgenForCausalLM.__init__Nr   r   r   r   r   ré  m  s   ré  c                   @   s   e Zd ZdgZdd„ ZdS )Ú MusicgenForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   w  s    z)MusicgenForConditionalGeneration.__init__Nr   r   r   r   r   rê  t  s   rê  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMusicgenModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ~  s    zMusicgenModel.__init__Nr   r   r   r   r   rë  {  s   rë  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMusicgenPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   …  s    z MusicgenPreTrainedModel.__init__Nr   r   r   r   r   rì  ‚  s   rì  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMusicgenProcessorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Œ  s    zMusicgenProcessor.__init__Nr   r   r   r   r   rí  ‰  s   rí  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMvpForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   –  s    zMvpForCausalLM.__init__Nr   r   r   r   r   rî  “  s   rî  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMvpForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z$MvpForConditionalGeneration.__init__Nr   r   r   r   r   rï  š  s   rï  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMvpForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¤  s    z MvpForQuestionAnswering.__init__Nr   r   r   r   r   rð  ¡  s   rð  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMvpForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   «  s    z%MvpForSequenceClassification.__init__Nr   r   r   r   r   rñ  ¨  s   rñ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMvpModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ²  s    zMvpModel.__init__Nr   r   r   r   r   rò  ¯  s   rò  c                   @   s   e Zd ZdgZdd„ ZdS )ÚMvpPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¹  s    zMvpPreTrainedModel.__init__Nr   r   r   r   r   ró  ¶  s   ró  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNatBackboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ã  s    zNatBackbone.__init__Nr   r   r   r   r   rô  À  s   rô  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNatForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ê  s    z"NatForImageClassification.__init__Nr   r   r   r   r   rõ  Ç  s   rõ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNatModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ñ  s    zNatModel.__init__Nr   r   r   r   r   rö  Î  s   rö  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNatPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ø  s    zNatPreTrainedModel.__init__Nr   r   r   r   r   r÷  Õ  s   r÷  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNezhaForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   â  s    zNezhaForMaskedLM.__init__Nr   r   r   r   r   rø  ß  s   rø  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNezhaForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   é  s    zNezhaForMultipleChoice.__init__Nr   r   r   r   r   rù  æ  s   rù  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNezhaForNextSentencePredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ð  s    z'NezhaForNextSentencePrediction.__init__Nr   r   r   r   r   rú  í  s   rú  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNezhaForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ÷  s    zNezhaForPreTraining.__init__Nr   r   r   r   r   rû  ô  s   rû  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNezhaForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   þ  s    z"NezhaForQuestionAnswering.__init__Nr   r   r   r   r   rü  û  s   rü  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNezhaForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z'NezhaForSequenceClassification.__init__Nr   r   r   r   r   rý    s   rý  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNezhaForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z$NezhaForTokenClassification.__init__Nr   r   r   r   r   rþ  	  s   rþ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
NezhaModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zNezhaModel.__init__Nr   r   r   r   r   rÿ    s   rÿ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNezhaPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zNezhaPreTrainedModel.__init__Nr   r   r   r   r   r     s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚNllbMoeForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   $  s    z(NllbMoeForConditionalGeneration.__init__Nr   r   r   r   r   r  !  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNllbMoeModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   +  s    zNllbMoeModel.__init__Nr   r   r   r   r   r  (  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNllbMoePreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   2  s    zNllbMoePreTrainedModel.__init__Nr   r   r   r   r   r  /  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNllbMoeSparseMLPr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   9  s    zNllbMoeSparseMLP.__init__Nr   r   r   r   r   r  6  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNllbMoeTop2Routerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   @  s    zNllbMoeTop2Router.__init__Nr   r   r   r   r   r  =  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNystromformerForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   J  s    z!NystromformerForMaskedLM.__init__Nr   r   r   r   r   r  G  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNystromformerForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Q  s    z'NystromformerForMultipleChoice.__init__Nr   r   r   r   r   r  N  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!NystromformerForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   X  s    z*NystromformerForQuestionAnswering.__init__Nr   r   r   r   r   r  U  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú&NystromformerForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   _  s    z/NystromformerForSequenceClassification.__init__Nr   r   r   r   r   r	  \  s   r	  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#NystromformerForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   f  s    z,NystromformerForTokenClassification.__init__Nr   r   r   r   r   r
  c  s   r
  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNystromformerLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   m  s    zNystromformerLayer.__init__Nr   r   r   r   r   r  j  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNystromformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   t  s    zNystromformerModel.__init__Nr   r   r   r   r   r  q  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚNystromformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   {  s    z%NystromformerPreTrainedModel.__init__Nr   r   r   r   r   r  x  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!OneFormerForUniversalSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   …  s    z*OneFormerForUniversalSegmentation.__init__Nr   r   r   r   r   r  ‚  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOneFormerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Œ  s    zOneFormerModel.__init__Nr   r   r   r   r   r  ‰  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOneFormerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   “  s    z!OneFormerPreTrainedModel.__init__Nr   r   r   r   r   r    s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOpenAIGPTDoubleHeadsModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z"OpenAIGPTDoubleHeadsModel.__init__Nr   r   r   r   r   r  š  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"OpenAIGPTForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¤  s    z+OpenAIGPTForSequenceClassification.__init__Nr   r   r   r   r   r  ¡  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOpenAIGPTLMHeadModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   «  s    zOpenAIGPTLMHeadModel.__init__Nr   r   r   r   r   r  ¨  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOpenAIGPTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ²  s    zOpenAIGPTModel.__init__Nr   r   r   r   r   r  ¯  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOpenAIGPTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¹  s    z!OpenAIGPTPreTrainedModel.__init__Nr   r   r   r   r   r  ¶  s   r  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_openai_gptrJ   r   r   r   r  ½  s    r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOPTForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ç  s    zOPTForCausalLM.__init__Nr   r   r   r   r   r  Ä  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOPTForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Î  s    z OPTForQuestionAnswering.__init__Nr   r   r   r   r   r  Ë  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOPTForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Õ  s    z%OPTForSequenceClassification.__init__Nr   r   r   r   r   r  Ò  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOPTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ü  s    zOPTModel.__init__Nr   r   r   r   r   r  Ù  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOPTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ã  s    zOPTPreTrainedModel.__init__Nr   r   r   r   r   r  à  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOwlViTForObjectDetectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   í  s    z!OwlViTForObjectDetection.__init__Nr   r   r   r   r   r  ê  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOwlViTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ô  s    zOwlViTModel.__init__Nr   r   r   r   r   r  ñ  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOwlViTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   û  s    zOwlViTPreTrainedModel.__init__Nr   r   r   r   r   r  ø  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOwlViTTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zOwlViTTextModel.__init__Nr   r   r   r   r   r  ÿ  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚOwlViTVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    zOwlViTVisionModel.__init__Nr   r   r   r   r   r     s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚPegasusForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zPegasusForCausalLM.__init__Nr   r   r   r   r   r!    s   r!  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPegasusForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z(PegasusForConditionalGeneration.__init__Nr   r   r   r   r   r"    s   r"  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPegasusModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zPegasusModel.__init__Nr   r   r   r   r   r#    s   r#  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPegasusPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   %  s    zPegasusPreTrainedModel.__init__Nr   r   r   r   r   r$  "  s   r$  c                   @   s   e Zd ZdgZdd„ ZdS )Ú PegasusXForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   /  s    z)PegasusXForConditionalGeneration.__init__Nr   r   r   r   r   r%  ,  s   r%  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPegasusXModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   6  s    zPegasusXModel.__init__Nr   r   r   r   r   r&  3  s   r&  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPegasusXPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   =  s    z PegasusXPreTrainedModel.__init__Nr   r   r   r   r   r'  :  s   r'  c                   @   s   e Zd ZdgZdd„ ZdS )Ú-PerceiverForImageClassificationConvProcessingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   G  s    z6PerceiverForImageClassificationConvProcessing.__init__Nr   r   r   r   r   r(  D  s   r(  c                   @   s   e Zd ZdgZdd„ ZdS )Ú&PerceiverForImageClassificationFourierr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   N  s    z/PerceiverForImageClassificationFourier.__init__Nr   r   r   r   r   r)  K  s   r)  c                   @   s   e Zd ZdgZdd„ ZdS )Ú&PerceiverForImageClassificationLearnedr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   U  s    z/PerceiverForImageClassificationLearned.__init__Nr   r   r   r   r   r*  R  s   r*  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPerceiverForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \  s    zPerceiverForMaskedLM.__init__Nr   r   r   r   r   r+  Y  s   r+  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"PerceiverForMultimodalAutoencodingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   c  s    z+PerceiverForMultimodalAutoencoding.__init__Nr   r   r   r   r   r,  `  s   r,  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPerceiverForOpticalFlowr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   j  s    z PerceiverForOpticalFlow.__init__Nr   r   r   r   r   r-  g  s   r-  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"PerceiverForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   q  s    z+PerceiverForSequenceClassification.__init__Nr   r   r   r   r   r.  n  s   r.  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPerceiverLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   x  s    zPerceiverLayer.__init__Nr   r   r   r   r   r/  u  s   r/  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPerceiverModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zPerceiverModel.__init__Nr   r   r   r   r   r0  |  s   r0  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPerceiverPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   †  s    z!PerceiverPreTrainedModel.__init__Nr   r   r   r   r   r1  ƒ  s   r1  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPersimmonForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zPersimmonForCausalLM.__init__Nr   r   r   r   r   r2  Š  s   r2  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"PersimmonForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ”  s    z+PersimmonForSequenceClassification.__init__Nr   r   r   r   r   r3  ‘  s   r3  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPersimmonModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ›  s    zPersimmonModel.__init__Nr   r   r   r   r   r4  ˜  s   r4  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPersimmonPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¢  s    z!PersimmonPreTrainedModel.__init__Nr   r   r   r   r   r5  Ÿ  s   r5  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"Pix2StructForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¬  s    z+Pix2StructForConditionalGeneration.__init__Nr   r   r   r   r   r6  ©  s   r6  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPix2StructPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ³  s    z"Pix2StructPreTrainedModel.__init__Nr   r   r   r   r   r7  °  s   r7  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPix2StructTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   º  s    zPix2StructTextModel.__init__Nr   r   r   r   r   r8  ·  s   r8  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPix2StructVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Á  s    zPix2StructVisionModel.__init__Nr   r   r   r   r   r9  ¾  s   r9  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPLBartForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ë  s    zPLBartForCausalLM.__init__Nr   r   r   r   r   r:  È  s   r:  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPLBartForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ò  s    z'PLBartForConditionalGeneration.__init__Nr   r   r   r   r   r;  Ï  s   r;  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPLBartForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ù  s    z(PLBartForSequenceClassification.__init__Nr   r   r   r   r   r<  Ö  s   r<  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPLBartModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   à  s    zPLBartModel.__init__Nr   r   r   r   r   r=  Ý  s   r=  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPLBartPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ç  s    zPLBartPreTrainedModel.__init__Nr   r   r   r   r   r>  ä  s   r>  c                   @   s   e Zd ZdgZdd„ ZdS )Ú PoolFormerForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ñ  s    z)PoolFormerForImageClassification.__init__Nr   r   r   r   r   r?  î  s   r?  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPoolFormerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ø  s    zPoolFormerModel.__init__Nr   r   r   r   r   r@  õ  s   r@  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPoolFormerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ÿ  s    z"PoolFormerPreTrainedModel.__init__Nr   r   r   r   r   rA  ü  s   rA  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!Pop2PianoForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    z*Pop2PianoForConditionalGeneration.__init__Nr   r   r   r   r   rB    s   rB  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPop2PianoPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z!Pop2PianoPreTrainedModel.__init__Nr   r   r   r   r   rC    s   rC  c                   @   s   e Zd ZdgZdd„ ZdS )ÚProphetNetDecoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zProphetNetDecoder.__init__Nr   r   r   r   r   rD    s   rD  c                   @   s   e Zd ZdgZdd„ ZdS )ÚProphetNetEncoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !  s    zProphetNetEncoder.__init__Nr   r   r   r   r   rE    s   rE  c                   @   s   e Zd ZdgZdd„ ZdS )ÚProphetNetForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   (  s    zProphetNetForCausalLM.__init__Nr   r   r   r   r   rF  %  s   rF  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"ProphetNetForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   /  s    z+ProphetNetForConditionalGeneration.__init__Nr   r   r   r   r   rG  ,  s   rG  c                   @   s   e Zd ZdgZdd„ ZdS )ÚProphetNetModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   6  s    zProphetNetModel.__init__Nr   r   r   r   r   rH  3  s   rH  c                   @   s   e Zd ZdgZdd„ ZdS )ÚProphetNetPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   =  s    z"ProphetNetPreTrainedModel.__init__Nr   r   r   r   r   rI  :  s   rI  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPvtForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   G  s    z"PvtForImageClassification.__init__Nr   r   r   r   r   rJ  D  s   rJ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPvtModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   N  s    zPvtModel.__init__Nr   r   r   r   r   rK  K  s   rK  c                   @   s   e Zd ZdgZdd„ ZdS )ÚPvtPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   U  s    zPvtPreTrainedModel.__init__Nr   r   r   r   r   rL  R  s   rL  c                   @   s   e Zd ZdgZdd„ ZdS )ÚQDQBertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   _  s    zQDQBertForMaskedLM.__init__Nr   r   r   r   r   rM  \  s   rM  c                   @   s   e Zd ZdgZdd„ ZdS )ÚQDQBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   f  s    z!QDQBertForMultipleChoice.__init__Nr   r   r   r   r   rN  c  s   rN  c                   @   s   e Zd ZdgZdd„ ZdS )Ú QDQBertForNextSentencePredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   m  s    z)QDQBertForNextSentencePrediction.__init__Nr   r   r   r   r   rO  j  s   rO  c                   @   s   e Zd ZdgZdd„ ZdS )ÚQDQBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   t  s    z$QDQBertForQuestionAnswering.__init__Nr   r   r   r   r   rP  q  s   rP  c                   @   s   e Zd ZdgZdd„ ZdS )Ú QDQBertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   {  s    z)QDQBertForSequenceClassification.__init__Nr   r   r   r   r   rQ  x  s   rQ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚQDQBertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‚  s    z&QDQBertForTokenClassification.__init__Nr   r   r   r   r   rR    s   rR  c                   @   s   e Zd ZdgZdd„ ZdS )ÚQDQBertLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‰  s    zQDQBertLayer.__init__Nr   r   r   r   r   rS  †  s   rS  c                   @   s   e Zd ZdgZdd„ ZdS )ÚQDQBertLMHeadModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zQDQBertLMHeadModel.__init__Nr   r   r   r   r   rT    s   rT  c                   @   s   e Zd ZdgZdd„ ZdS )ÚQDQBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   —  s    zQDQBertModel.__init__Nr   r   r   r   r   rU  ”  s   rU  c                   @   s   e Zd ZdgZdd„ ZdS )ÚQDQBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ž  s    zQDQBertPreTrainedModel.__init__Nr   r   r   r   r   rV  ›  s   rV  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_qdqbertrJ   r   r   r   rW  ¢  s    rW  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRagModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ©  s    zRagModel.__init__Nr   r   r   r   r   rX  ¦  s   rX  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRagPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   °  s    zRagPreTrainedModel.__init__Nr   r   r   r   r   rY  ­  s   rY  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRagSequenceForGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ·  s    z!RagSequenceForGeneration.__init__Nr   r   r   r   r   rZ  ´  s   rZ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRagTokenForGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¾  s    zRagTokenForGeneration.__init__Nr   r   r   r   r   r[  »  s   r[  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRealmEmbedderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   È  s    zRealmEmbedder.__init__Nr   r   r   r   r   r\  Å  s   r\  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRealmForOpenQAr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ï  s    zRealmForOpenQA.__init__Nr   r   r   r   r   r]  Ì  s   r]  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRealmKnowledgeAugEncoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ö  s    z!RealmKnowledgeAugEncoder.__init__Nr   r   r   r   r   r^  Ó  s   r^  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRealmPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ý  s    zRealmPreTrainedModel.__init__Nr   r   r   r   r   r_  Ú  s   r_  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRealmReaderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ä  s    zRealmReader.__init__Nr   r   r   r   r   r`  á  s   r`  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRealmRetrieverr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ë  s    zRealmRetriever.__init__Nr   r   r   r   r   ra  è  s   ra  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRealmScorerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ò  s    zRealmScorer.__init__Nr   r   r   r   r   rb  ï  s   rb  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_realmrJ   r   r   r   rc  ö  s    rc  c                   @   s   e Zd ZdgZdd„ ZdS )ÚReformerAttentionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    zReformerAttention.__init__Nr   r   r   r   r   rd  ý  s   rd  c                   @   s   e Zd ZdgZdd„ ZdS )ÚReformerForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zReformerForMaskedLM.__init__Nr   r   r   r   r   re    s   re  c                   @   s   e Zd ZdgZdd„ ZdS )ÚReformerForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z%ReformerForQuestionAnswering.__init__Nr   r   r   r   r   rf    s   rf  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!ReformerForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z*ReformerForSequenceClassification.__init__Nr   r   r   r   r   rg    s   rg  c                   @   s   e Zd ZdgZdd„ ZdS )ÚReformerLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zReformerLayer.__init__Nr   r   r   r   r   rh    s   rh  c                   @   s   e Zd ZdgZdd„ ZdS )ÚReformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   #  s    zReformerModel.__init__Nr   r   r   r   r   ri     s   ri  c                   @   s   e Zd ZdgZdd„ ZdS )ÚReformerModelWithLMHeadr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   *  s    z ReformerModelWithLMHead.__init__Nr   r   r   r   r   rj  '  s   rj  c                   @   s   e Zd ZdgZdd„ ZdS )ÚReformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   1  s    z ReformerPreTrainedModel.__init__Nr   r   r   r   r   rk  .  s   rk  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRegNetForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ;  s    z%RegNetForImageClassification.__init__Nr   r   r   r   r   rl  8  s   rl  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRegNetModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   B  s    zRegNetModel.__init__Nr   r   r   r   r   rm  ?  s   rm  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRegNetPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   I  s    zRegNetPreTrainedModel.__init__Nr   r   r   r   r   rn  F  s   rn  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRemBertForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   S  s    zRemBertForCausalLM.__init__Nr   r   r   r   r   ro  P  s   ro  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRemBertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Z  s    zRemBertForMaskedLM.__init__Nr   r   r   r   r   rp  W  s   rp  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRemBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   a  s    z!RemBertForMultipleChoice.__init__Nr   r   r   r   r   rq  ^  s   rq  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRemBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   h  s    z$RemBertForQuestionAnswering.__init__Nr   r   r   r   r   rr  e  s   rr  c                   @   s   e Zd ZdgZdd„ ZdS )Ú RemBertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   o  s    z)RemBertForSequenceClassification.__init__Nr   r   r   r   r   rs  l  s   rs  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRemBertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   v  s    z&RemBertForTokenClassification.__init__Nr   r   r   r   r   rt  s  s   rt  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRemBertLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   }  s    zRemBertLayer.__init__Nr   r   r   r   r   ru  z  s   ru  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRemBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   „  s    zRemBertModel.__init__Nr   r   r   r   r   rv    s   rv  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRemBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‹  s    zRemBertPreTrainedModel.__init__Nr   r   r   r   r   rw  ˆ  s   rw  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_rembertrJ   r   r   r   rx    s    rx  c                   @   s   e Zd ZdgZdd„ ZdS )ÚResNetBackboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ™  s    zResNetBackbone.__init__Nr   r   r   r   r   ry  –  s   ry  c                   @   s   e Zd ZdgZdd„ ZdS )ÚResNetForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z%ResNetForImageClassification.__init__Nr   r   r   r   r   rz    s   rz  c                   @   s   e Zd ZdgZdd„ ZdS )ÚResNetModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   §  s    zResNetModel.__init__Nr   r   r   r   r   r{  ¤  s   r{  c                   @   s   e Zd ZdgZdd„ ZdS )ÚResNetPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ®  s    zResNetPreTrainedModel.__init__Nr   r   r   r   r   r|  «  s   r|  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRobertaForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¸  s    zRobertaForCausalLM.__init__Nr   r   r   r   r   r}  µ  s   r}  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRobertaForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¿  s    zRobertaForMaskedLM.__init__Nr   r   r   r   r   r~  ¼  s   r~  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRobertaForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Æ  s    z!RobertaForMultipleChoice.__init__Nr   r   r   r   r   r  Ã  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRobertaForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Í  s    z$RobertaForQuestionAnswering.__init__Nr   r   r   r   r   r€  Ê  s   r€  c                   @   s   e Zd ZdgZdd„ ZdS )Ú RobertaForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ô  s    z)RobertaForSequenceClassification.__init__Nr   r   r   r   r   r  Ñ  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRobertaForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Û  s    z&RobertaForTokenClassification.__init__Nr   r   r   r   r   r‚  Ø  s   r‚  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRobertaModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   â  s    zRobertaModel.__init__Nr   r   r   r   r   rƒ  ß  s   rƒ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRobertaPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   é  s    zRobertaPreTrainedModel.__init__Nr   r   r   r   r   r„  æ  s   r„  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRobertaPreLayerNormForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ó  s    z'RobertaPreLayerNormForCausalLM.__init__Nr   r   r   r   r   r…  ð  s   r…  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRobertaPreLayerNormForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ú  s    z'RobertaPreLayerNormForMaskedLM.__init__Nr   r   r   r   r   r†  ÷  s   r†  c                   @   s   e Zd ZdgZdd„ ZdS )Ú$RobertaPreLayerNormForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z-RobertaPreLayerNormForMultipleChoice.__init__Nr   r   r   r   r   r‡  þ  s   r‡  c                   @   s   e Zd ZdgZdd„ ZdS )Ú'RobertaPreLayerNormForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z0RobertaPreLayerNormForQuestionAnswering.__init__Nr   r   r   r   r   rˆ    s   rˆ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú,RobertaPreLayerNormForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z5RobertaPreLayerNormForSequenceClassification.__init__Nr   r   r   r   r   r‰    s   r‰  c                   @   s   e Zd ZdgZdd„ ZdS )Ú)RobertaPreLayerNormForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z2RobertaPreLayerNormForTokenClassification.__init__Nr   r   r   r   r   rŠ    s   rŠ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRobertaPreLayerNormModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z!RobertaPreLayerNormModel.__init__Nr   r   r   r   r   r‹    s   r‹  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"RobertaPreLayerNormPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   $  s    z+RobertaPreLayerNormPreTrainedModel.__init__Nr   r   r   r   r   rŒ  !  s   rŒ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoCBertForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   .  s    zRoCBertForCausalLM.__init__Nr   r   r   r   r   r  +  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoCBertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   5  s    zRoCBertForMaskedLM.__init__Nr   r   r   r   r   rŽ  2  s   rŽ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoCBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   <  s    z!RoCBertForMultipleChoice.__init__Nr   r   r   r   r   r  9  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoCBertForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   C  s    zRoCBertForPreTraining.__init__Nr   r   r   r   r   r  @  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoCBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   J  s    z$RoCBertForQuestionAnswering.__init__Nr   r   r   r   r   r‘  G  s   r‘  c                   @   s   e Zd ZdgZdd„ ZdS )Ú RoCBertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Q  s    z)RoCBertForSequenceClassification.__init__Nr   r   r   r   r   r’  N  s   r’  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoCBertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   X  s    z&RoCBertForTokenClassification.__init__Nr   r   r   r   r   r“  U  s   r“  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoCBertLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   _  s    zRoCBertLayer.__init__Nr   r   r   r   r   r”  \  s   r”  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoCBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   f  s    zRoCBertModel.__init__Nr   r   r   r   r   r•  c  s   r•  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoCBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   m  s    zRoCBertPreTrainedModel.__init__Nr   r   r   r   r   r–  j  s   r–  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_roc_bertrJ   r   r   r   r—  q  s    r—  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoFormerForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   {  s    zRoFormerForCausalLM.__init__Nr   r   r   r   r   r˜  x  s   r˜  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoFormerForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‚  s    zRoFormerForMaskedLM.__init__Nr   r   r   r   r   r™    s   r™  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoFormerForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‰  s    z"RoFormerForMultipleChoice.__init__Nr   r   r   r   r   rš  †  s   rš  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoFormerForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z%RoFormerForQuestionAnswering.__init__Nr   r   r   r   r   r›    s   r›  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!RoFormerForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   —  s    z*RoFormerForSequenceClassification.__init__Nr   r   r   r   r   rœ  ”  s   rœ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoFormerForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ž  s    z'RoFormerForTokenClassification.__init__Nr   r   r   r   r   r  ›  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoFormerLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¥  s    zRoFormerLayer.__init__Nr   r   r   r   r   rž  ¢  s   rž  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoFormerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¬  s    zRoFormerModel.__init__Nr   r   r   r   r   rŸ  ©  s   rŸ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRoFormerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ³  s    z RoFormerPreTrainedModel.__init__Nr   r   r   r   r   r   °  s   r   c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_roformerrJ   r   r   r   r¡  ·  s    r¡  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRwkvForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Á  s    zRwkvForCausalLM.__init__Nr   r   r   r   r   r¢  ¾  s   r¢  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	RwkvModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   È  s    zRwkvModel.__init__Nr   r   r   r   r   r£  Å  s   r£  c                   @   s   e Zd ZdgZdd„ ZdS )ÚRwkvPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ï  s    zRwkvPreTrainedModel.__init__Nr   r   r   r   r   r¤  Ì  s   r¤  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSamModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ù  s    zSamModel.__init__Nr   r   r   r   r   r¥  Ö  s   r¥  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSamPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   à  s    zSamPreTrainedModel.__init__Nr   r   r   r   r   r¦  Ý  s   r¦  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSegformerDecodeHeadr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ê  s    zSegformerDecodeHead.__init__Nr   r   r   r   r   r§  ç  s   r§  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSegformerForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ñ  s    z(SegformerForImageClassification.__init__Nr   r   r   r   r   r¨  î  s   r¨  c                   @   s   e Zd ZdgZdd„ ZdS )Ú SegformerForSemanticSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ø  s    z)SegformerForSemanticSegmentation.__init__Nr   r   r   r   r   r©  õ  s   r©  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSegformerLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ÿ  s    zSegformerLayer.__init__Nr   r   r   r   r   rª  ü  s   rª  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSegformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zSegformerModel.__init__Nr   r   r   r   r   r«    s   r«  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSegformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z!SegformerPreTrainedModel.__init__Nr   r   r   r   r   r¬  
  s   r¬  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	SEWForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zSEWForCTC.__init__Nr   r   r   r   r   r­    s   r­  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSEWForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z%SEWForSequenceClassification.__init__Nr   r   r   r   r   r®    s   r®  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSEWModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   %  s    zSEWModel.__init__Nr   r   r   r   r   r¯  "  s   r¯  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSEWPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ,  s    zSEWPreTrainedModel.__init__Nr   r   r   r   r   r°  )  s   r°  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
SEWDForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   6  s    zSEWDForCTC.__init__Nr   r   r   r   r   r±  3  s   r±  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSEWDForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   =  s    z&SEWDForSequenceClassification.__init__Nr   r   r   r   r   r²  :  s   r²  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	SEWDModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   D  s    zSEWDModel.__init__Nr   r   r   r   r   r³  A  s   r³  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSEWDPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   K  s    zSEWDPreTrainedModel.__init__Nr   r   r   r   r   r´  H  s   r´  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeechEncoderDecoderModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   R  s    z"SpeechEncoderDecoderModel.__init__Nr   r   r   r   r   rµ  O  s   rµ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#Speech2TextForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \  s    z,Speech2TextForConditionalGeneration.__init__Nr   r   r   r   r   r¶  Y  s   r¶  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeech2TextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   c  s    zSpeech2TextModel.__init__Nr   r   r   r   r   r·  `  s   r·  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeech2TextPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   j  s    z#Speech2TextPreTrainedModel.__init__Nr   r   r   r   r   r¸  g  s   r¸  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeech2Text2ForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   q  s    z Speech2Text2ForCausalLM.__init__Nr   r   r   r   r   r¹  n  s   r¹  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeech2Text2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   x  s    z$Speech2Text2PreTrainedModel.__init__Nr   r   r   r   r   rº  u  s   rº  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeechT5ForSpeechToSpeechr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‚  s    z"SpeechT5ForSpeechToSpeech.__init__Nr   r   r   r   r   r»    s   r»  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeechT5ForSpeechToTextr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‰  s    z SpeechT5ForSpeechToText.__init__Nr   r   r   r   r   r¼  †  s   r¼  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeechT5ForTextToSpeechr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z SpeechT5ForTextToSpeech.__init__Nr   r   r   r   r   r½    s   r½  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeechT5HifiGanr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   —  s    zSpeechT5HifiGan.__init__Nr   r   r   r   r   r¾  ”  s   r¾  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeechT5Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ž  s    zSpeechT5Model.__init__Nr   r   r   r   r   r¿  ›  s   r¿  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSpeechT5PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¥  s    z SpeechT5PreTrainedModel.__init__Nr   r   r   r   r   rÀ  ¢  s   rÀ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSplinterForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¯  s    zSplinterForPreTraining.__init__Nr   r   r   r   r   rÁ  ¬  s   rÁ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSplinterForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¶  s    z%SplinterForQuestionAnswering.__init__Nr   r   r   r   r   rÂ  ³  s   rÂ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSplinterLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ½  s    zSplinterLayer.__init__Nr   r   r   r   r   rÃ  º  s   rÃ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSplinterModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ä  s    zSplinterModel.__init__Nr   r   r   r   r   rÄ  Á  s   rÄ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSplinterPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ë  s    z SplinterPreTrainedModel.__init__Nr   r   r   r   r   rÅ  È  s   rÅ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSqueezeBertForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Õ  s    zSqueezeBertForMaskedLM.__init__Nr   r   r   r   r   rÆ  Ò  s   rÆ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSqueezeBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ü  s    z%SqueezeBertForMultipleChoice.__init__Nr   r   r   r   r   rÇ  Ù  s   rÇ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSqueezeBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ã  s    z(SqueezeBertForQuestionAnswering.__init__Nr   r   r   r   r   rÈ  à  s   rÈ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú$SqueezeBertForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ê  s    z-SqueezeBertForSequenceClassification.__init__Nr   r   r   r   r   rÉ  ç  s   rÉ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!SqueezeBertForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ñ  s    z*SqueezeBertForTokenClassification.__init__Nr   r   r   r   r   rÊ  î  s   rÊ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSqueezeBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ø  s    zSqueezeBertModel.__init__Nr   r   r   r   r   rË  õ  s   rË  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSqueezeBertModuler   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ÿ  s    zSqueezeBertModule.__init__Nr   r   r   r   r   rÌ  ü  s   rÌ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSqueezeBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z#SqueezeBertPreTrainedModel.__init__Nr   r   r   r   r   rÍ    s   rÍ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!SwiftFormerForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z*SwiftFormerForImageClassification.__init__Nr   r   r   r   r   rÎ    s   rÎ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwiftFormerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zSwiftFormerModel.__init__Nr   r   r   r   r   rÏ    s   rÏ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwiftFormerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z#SwiftFormerPreTrainedModel.__init__Nr   r   r   r   r   rÐ    s   rÐ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwinBackboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   (  s    zSwinBackbone.__init__Nr   r   r   r   r   rÑ  %  s   rÑ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwinForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   /  s    z#SwinForImageClassification.__init__Nr   r   r   r   r   rÒ  ,  s   rÒ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwinForMaskedImageModelingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   6  s    z#SwinForMaskedImageModeling.__init__Nr   r   r   r   r   rÓ  3  s   rÓ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	SwinModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   =  s    zSwinModel.__init__Nr   r   r   r   r   rÔ  :  s   rÔ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwinPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   D  s    zSwinPreTrainedModel.__init__Nr   r   r   r   r   rÕ  A  s   rÕ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwin2SRForImageSuperResolutionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   N  s    z'Swin2SRForImageSuperResolution.__init__Nr   r   r   r   r   rÖ  K  s   rÖ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwin2SRModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   U  s    zSwin2SRModel.__init__Nr   r   r   r   r   r×  R  s   r×  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwin2SRPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \  s   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SwitchTransformersModel.__init__Nr   r   r   r   r   rß    s   rß  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!SwitchTransformersPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   š  s    z*SwitchTransformersPreTrainedModel.__init__Nr   r   r   r   r   rà  —  s   rà  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwitchTransformersSparseMLPr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¡  s    z$SwitchTransformersSparseMLP.__init__Nr   r   r   r   r   rá  ž  s   rá  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSwitchTransformersTop1Routerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¨  s    z%SwitchTransformersTop1Router.__init__Nr   r   r   r   r   râ  ¥  s   râ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚT5EncoderModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ²  s    zT5EncoderModel.__init__Nr   r   r   r   r   rã  ¯  s   rã  c                   @   s   e Zd ZdgZdd„ ZdS )ÚT5ForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¹  s    z#T5ForConditionalGeneration.__init__Nr   r   r   r   r   rä  ¶  s   rä  c                   @   s   e Zd ZdgZdd„ ZdS )ÚT5ForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   À  s    zT5ForQuestionAnswering.__init__Nr   r   r   r   r   rå  ½  s   rå  c                   @   s   e Zd ZdgZdd„ ZdS )ÚT5ForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ç  s    z$T5ForSequenceClassification.__init__Nr   r   r   r   r   ræ  Ä  s   ræ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚT5Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Î  s    zT5Model.__init__Nr   r   r   r   r   rç  Ë  s   rç  c                   @   s   e Zd ZdgZdd„ ZdS )ÚT5PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Õ  s    zT5PreTrainedModel.__init__Nr   r   r   r   r   rè  Ò  s   rè  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_t5rJ   r   r   r   ré  Ù  s    ré  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"TableTransformerForObjectDetectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ã  s    z+TableTransformerForObjectDetection.__init__Nr   r   r   r   r   rê  à  s   rê  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTableTransformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ê  s    zTableTransformerModel.__init__Nr   r   r   r   r   rë  ç  s   rë  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTableTransformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ñ  s    z(TableTransformerPreTrainedModel.__init__Nr   r   r   r   r   rì  î  s   rì  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTapasForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   û  s    zTapasForMaskedLM.__init__Nr   r   r   r   r   rí  ø  s   rí  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTapasForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z"TapasForQuestionAnswering.__init__Nr   r   r   r   r   rî  ÿ  s   rî  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTapasForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	  s    z'TapasForSequenceClassification.__init__Nr   r   r   r   r   rï    s   rï  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
TapasModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zTapasModel.__init__Nr   r   r   r   r   rð    s   rð  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTapasPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zTapasPreTrainedModel.__init__Nr   r   r   r   r   rñ    s   rñ  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_tapasrJ   r   r   r   rò    s    rò  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"TimeSeriesTransformerForPredictionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   %  s    z+TimeSeriesTransformerForPrediction.__init__Nr   r   r   r   r   ró  "  s   ró  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTimeSeriesTransformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ,  s    z#TimeSeriesTransformerModel.__init__Nr   r   r   r   r   rô  )  s   rô  c                   @   s   e Zd ZdgZdd„ ZdS )Ú$TimeSeriesTransformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   3  s    z-TimeSeriesTransformerPreTrainedModel.__init__Nr   r   r   r   r   rõ  0  s   rõ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!TimesformerForVideoClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   =  s    z*TimesformerForVideoClassification.__init__Nr   r   r   r   r   rö  :  s   rö  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTimesformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   D  s    zTimesformerModel.__init__Nr   r   r   r   r   r÷  A  s   r÷  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTimesformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   K  s    z#TimesformerPreTrainedModel.__init__Nr   r   r   r   r   rø  H  s   rø  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTimmBackboner   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   R  s    zTimmBackbone.__init__Nr   r   r   r   r   rù  O  s   rù  c                   @   s   e Zd ZdgZdd„ ZdS )ÚAdaptiveEmbeddingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \  s    zAdaptiveEmbedding.__init__Nr   r   r   r   r   rú  Y  s   rú  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"TransfoXLForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   c  s    z+TransfoXLForSequenceClassification.__init__Nr   r   r   r   r   rû  `  s   rû  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTransfoXLLMHeadModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   j  s    zTransfoXLLMHeadModel.__init__Nr   r   r   r   r   rü  g  s   rü  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTransfoXLModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   q  s    zTransfoXLModel.__init__Nr   r   r   r   r   rý  n  s   rý  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTransfoXLPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   x  s    z!TransfoXLPreTrainedModel.__init__Nr   r   r   r   r   rþ  u  s   rþ  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_transfo_xlrJ   r   r   r   rÿ  |  s    rÿ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTrOCRForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   †  s    zTrOCRForCausalLM.__init__Nr   r   r   r   r   r   ƒ  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚTrOCRPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zTrOCRPreTrainedModel.__init__Nr   r   r   r   r   r  Š  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú TvltForAudioVisualClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   —  s    z)TvltForAudioVisualClassification.__init__Nr   r   r   r   r   r  ”  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTvltForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ž  s    zTvltForPreTraining.__init__Nr   r   r   r   r   r  ›  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	TvltModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¥  s    zTvltModel.__init__Nr   r   r   r   r   r  ¢  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTvltPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¬  s    zTvltPreTrainedModel.__init__Nr   r   r   r   r   r  ©  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUMT5EncoderModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ³  s    zUMT5EncoderModel.__init__Nr   r   r   r   r   r  °  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUMT5ForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   º  s    z%UMT5ForConditionalGeneration.__init__Nr   r   r   r   r   r  ·  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUMT5ForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Á  s    z!UMT5ForQuestionAnswering.__init__Nr   r   r   r   r   r  ¾  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUMT5ForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   È  s    z&UMT5ForSequenceClassification.__init__Nr   r   r   r   r   r	  Å  s   r	  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	UMT5Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ï  s    zUMT5Model.__init__Nr   r   r   r   r   r
  Ì  s   r
  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUMT5PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ö  s    zUMT5PreTrainedModel.__init__Nr   r   r   r   r   r  Ó  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUniSpeechForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   à  s    zUniSpeechForCTC.__init__Nr   r   r   r   r   r  Ý  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUniSpeechForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ç  s    z UniSpeechForPreTraining.__init__Nr   r   r   r   r   r  ä  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"UniSpeechForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   î  s    z+UniSpeechForSequenceClassification.__init__Nr   r   r   r   r   r  ë  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUniSpeechModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   õ  s    zUniSpeechModel.__init__Nr   r   r   r   r   r  ò  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUniSpeechPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ü  s    z!UniSpeechPreTrainedModel.__init__Nr   r   r   r   r   r  ù  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú'UniSpeechSatForAudioFrameClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z0UniSpeechSatForAudioFrameClassification.__init__Nr   r   r   r   r   r    s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUniSpeechSatForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    zUniSpeechSatForCTC.__init__Nr   r   r   r   r   r  
  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUniSpeechSatForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z#UniSpeechSatForPreTraining.__init__Nr   r   r   r   r   r    s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú%UniSpeechSatForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r     s    z.UniSpeechSatForSequenceClassification.__init__Nr   r   r   r   r   r    s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUniSpeechSatForXVectorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   "  s    zUniSpeechSatForXVector.__init__Nr   r   r   r   r   r    s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUniSpeechSatModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   )  s    zUniSpeechSatModel.__init__Nr   r   r   r   r   r  &  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUniSpeechSatPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   0  s    z$UniSpeechSatPreTrainedModel.__init__Nr   r   r   r   r   r  -  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUperNetForSemanticSegmentationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   7  s    z'UperNetForSemanticSegmentation.__init__Nr   r   r   r   r   r  4  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚUperNetPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   >  s    zUperNetPreTrainedModel.__init__Nr   r   r   r   r   r  ;  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVideoMAEForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   H  s    zVideoMAEForPreTraining.__init__Nr   r   r   r   r   r  E  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVideoMAEForVideoClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   O  s    z'VideoMAEForVideoClassification.__init__Nr   r   r   r   r   r  L  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVideoMAEModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   V  s    zVideoMAEModel.__init__Nr   r   r   r   r   r  S  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVideoMAEPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ]  s    z VideoMAEPreTrainedModel.__init__Nr   r   r   r   r   r  Z  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚViltForImageAndTextRetrievalr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   g  s    z%ViltForImageAndTextRetrieval.__init__Nr   r   r   r   r   r  d  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"ViltForImagesAndTextClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   n  s    z+ViltForImagesAndTextClassification.__init__Nr   r   r   r   r   r  k  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚViltForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   u  s    zViltForMaskedLM.__init__Nr   r   r   r   r   r   r  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚViltForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   |  s    z!ViltForQuestionAnswering.__init__Nr   r   r   r   r   r!  y  s   r!  c                   @   s   e Zd ZdgZdd„ ZdS )ÚViltForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ƒ  s    z#ViltForTokenClassification.__init__Nr   r   r   r   r   r"  €  s   r"  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	ViltLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Š  s    zViltLayer.__init__Nr   r   r   r   r   r#  ‡  s   r#  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	ViltModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‘  s    zViltModel.__init__Nr   r   r   r   r   r$  Ž  s   r$  c                   @   s   e Zd ZdgZdd„ ZdS )ÚViltPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ˜  s    zViltPreTrainedModel.__init__Nr   r   r   r   r   r%  •  s   r%  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVisionEncoderDecoderModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ÿ  s    z"VisionEncoderDecoderModel.__init__Nr   r   r   r   r   r&  œ  s   r&  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVisionTextDualEncoderModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¦  s    z#VisionTextDualEncoderModel.__init__Nr   r   r   r   r   r'  £  s   r'  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVisualBertForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   °  s    z$VisualBertForMultipleChoice.__init__Nr   r   r   r   r   r(  ­  s   r(  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVisualBertForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ·  s    z!VisualBertForPreTraining.__init__Nr   r   r   r   r   r)  ´  s   r)  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVisualBertForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¾  s    z'VisualBertForQuestionAnswering.__init__Nr   r   r   r   r   r*  »  s   r*  c                   @   s   e Zd ZdgZdd„ ZdS )Ú$VisualBertForRegionToPhraseAlignmentr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Å  s    z-VisualBertForRegionToPhraseAlignment.__init__Nr   r   r   r   r   r+  Â  s   r+  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVisualBertForVisualReasoningr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ì  s    z%VisualBertForVisualReasoning.__init__Nr   r   r   r   r   r,  É  s   r,  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVisualBertLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ó  s    zVisualBertLayer.__init__Nr   r   r   r   r   r-  Ð  s   r-  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVisualBertModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ú  s    zVisualBertModel.__init__Nr   r   r   r   r   r.  ×  s   r.  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVisualBertPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   á  s    z"VisualBertPreTrainedModel.__init__Nr   r   r   r   r   r/  Þ  s   r/  c                   @   s   e Zd ZdgZdd„ ZdS )ÚViTForImageClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ë  s    z"ViTForImageClassification.__init__Nr   r   r   r   r   r0  è  s   r0  c                   @   s   e Zd ZdgZdd„ ZdS )ÚViTForMaskedImageModelingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ò  s    z"ViTForMaskedImageModeling.__init__Nr   r   r   r   r   r1  ï  s   r1  c                   @   s   e Zd ZdgZdd„ ZdS )ÚViTModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ù  s    zViTModel.__init__Nr   r   r   r   r   r2  ö  s   r2  c                   @   s   e Zd ZdgZdd„ ZdS )ÚViTPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    zViTPreTrainedModel.__init__Nr   r   r   r   r   r3  ý  s   r3  c                   @   s   e Zd ZdgZd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VivitModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   š  s    zVivitModel.__init__Nr   r   r   r   r   rF  —  s   rF  c                   @   s   e Zd ZdgZdd„ ZdS )ÚVivitPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¡  s    zVivitPreTrainedModel.__init__Nr   r   r   r   r   rG  ž  s   rG  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#Wav2Vec2ForAudioFrameClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   «  s    z,Wav2Vec2ForAudioFrameClassification.__init__Nr   r   r   r   r   rH  ¨  s   rH  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWav2Vec2ForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ²  s    zWav2Vec2ForCTC.__init__Nr   r   r   r   r   rI  ¯  s   rI  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWav2Vec2ForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¹  s    zWav2Vec2ForMaskedLM.__init__Nr   r   r   r   r   rJ  ¶  s   rJ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWav2Vec2ForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   À  s    zWav2Vec2ForPreTraining.__init__Nr   r   r   r   r   rK  ½  s   rK  c                   @   s   e Zd ZdgZdd„ ZdS )Ú!Wav2Vec2ForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ç  s    z*Wav2Vec2ForSequenceClassification.__init__Nr   r   r   r   r   rL  Ä  s   rL  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWav2Vec2ForXVectorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Î  s    zWav2Vec2ForXVector.__init__Nr   r   r   r   r   rM  Ë  s   rM  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWav2Vec2Modelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Õ  s    zWav2Vec2Model.__init__Nr   r   r   r   r   rN  Ò  s   rN  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWav2Vec2PreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ü  s    z Wav2Vec2PreTrainedModel.__init__Nr   r   r   r   r   rO  Ù  s   rO  c                   @   s   e Zd ZdgZdd„ ZdS )Ú,Wav2Vec2ConformerForAudioFrameClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   æ  s    z5Wav2Vec2ConformerForAudioFrameClassification.__init__Nr   r   r   r   r   rP  ã  s   rP  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWav2Vec2ConformerForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   í  s    z Wav2Vec2ConformerForCTC.__init__Nr   r   r   r   r   rQ  ê  s   rQ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWav2Vec2ConformerForPreTrainingr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ô  s    z(Wav2Vec2ConformerForPreTraining.__init__Nr   r   r   r   r   rR  ñ  s   rR  c                   @   s   e Zd ZdgZdd„ ZdS )Ú*Wav2Vec2ConformerForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   û  s    z3Wav2Vec2ConformerForSequenceClassification.__init__Nr   r   r   r   r   rS  ø  s   rS  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWav2Vec2ConformerForXVectorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z$Wav2Vec2ConformerForXVector.__init__Nr   r   r   r   r   rT  ÿ  s   rT  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWav2Vec2ConformerModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   	   s    zWav2Vec2ConformerModel.__init__Nr   r   r   r   r   rU     s   rU  c                   @   s   e Zd ZdgZdd„ ZdS )Ú Wav2Vec2ConformerPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z)Wav2Vec2ConformerPreTrainedModel.__init__Nr   r   r   r   r   rV     s   rV  c                   @   s   e Zd ZdgZdd„ ZdS )Ú WavLMForAudioFrameClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    z)WavLMForAudioFrameClassification.__init__Nr   r   r   r   r   rW     s   rW  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWavLMForCTCr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !   s    zWavLMForCTC.__init__Nr   r   r   r   r   rX     s   rX  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWavLMForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   (   s    z'WavLMForSequenceClassification.__init__Nr   r   r   r   r   rY  %   s   rY  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWavLMForXVectorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   /   s    zWavLMForXVector.__init__Nr   r   r   r   r   rZ  ,   s   rZ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
WavLMModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   6   s    zWavLMModel.__init__Nr   r   r   r   r   r[  3   s   r[  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWavLMPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   =   s    zWavLMPreTrainedModel.__init__Nr   r   r   r   r   r\  :   s   r\  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWhisperForAudioClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   G   s    z&WhisperForAudioClassification.__init__Nr   r   r   r   r   r]  D   s   r]  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWhisperForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   N   s    z(WhisperForConditionalGeneration.__init__Nr   r   r   r   r   r^  K   s   r^  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWhisperModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   U   s    zWhisperModel.__init__Nr   r   r   r   r   r_  R   s   r_  c                   @   s   e Zd ZdgZdd„ ZdS )ÚWhisperPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \   s    zWhisperPreTrainedModel.__init__Nr   r   r   r   r   r`  Y   s   r`  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
XCLIPModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   f   s    zXCLIPModel.__init__Nr   r   r   r   r   ra  c   s   ra  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXCLIPPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   m   s    zXCLIPPreTrainedModel.__init__Nr   r   r   r   r   rb  j   s   rb  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXCLIPTextModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   t   s    zXCLIPTextModel.__init__Nr   r   r   r   r   rc  q   s   rc  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXCLIPVisionModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   {   s    zXCLIPVisionModel.__init__Nr   r   r   r   r   rd  x   s   rd  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXGLMForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   …   s    zXGLMForCausalLM.__init__Nr   r   r   r   r   re  ‚   s   re  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	XGLMModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Œ   s    zXGLMModel.__init__Nr   r   r   r   r   rf  ‰   s   rf  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXGLMPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   “   s    zXGLMPreTrainedModel.__init__Nr   r   r   r   r   rg     s   rg  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r      s    zXLMForMultipleChoice.__init__Nr   r   r   r   r   rh  š   s   rh  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¤   s    z XLMForQuestionAnswering.__init__Nr   r   r   r   r   ri  ¡   s   ri  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMForQuestionAnsweringSimpler   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   «   s    z&XLMForQuestionAnsweringSimple.__init__Nr   r   r   r   r   rj  ¨   s   rj  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ²   s    z%XLMForSequenceClassification.__init__Nr   r   r   r   r   rk  ¯   s   rk  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¹   s    z"XLMForTokenClassification.__init__Nr   r   r   r   r   rl  ¶   s   rl  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   À   s    zXLMModel.__init__Nr   r   r   r   r   rm  ½   s   rm  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ç   s    zXLMPreTrainedModel.__init__Nr   r   r   r   r   rn  Ä   s   rn  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMWithLMHeadModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Î   s    zXLMWithLMHeadModel.__init__Nr   r   r   r   r   ro  Ë   s   ro  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMProphetNetDecoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ø   s    zXLMProphetNetDecoder.__init__Nr   r   r   r   r   rp  Õ   s   rp  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMProphetNetEncoderr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ß   s    zXLMProphetNetEncoder.__init__Nr   r   r   r   r   rq  Ü   s   rq  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMProphetNetForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   æ   s    z!XLMProphetNetForCausalLM.__init__Nr   r   r   r   r   rr  ã   s   rr  c                   @   s   e Zd ZdgZdd„ ZdS )Ú%XLMProphetNetForConditionalGenerationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   í   s    z.XLMProphetNetForConditionalGeneration.__init__Nr   r   r   r   r   rs  ê   s   rs  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMProphetNetModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ô   s    zXLMProphetNetModel.__init__Nr   r   r   r   r   rt  ñ   s   rt  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMProphetNetPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   û   s    z%XLMProphetNetPreTrainedModel.__init__Nr   r   r   r   r   ru  ø   s   ru  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !  s    zXLMRobertaForCausalLM.__init__Nr   r   r   r   r   rv  !  s   rv  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !  s    zXLMRobertaForMaskedLM.__init__Nr   r   r   r   r   rw  	!  s   rw  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !  s    z$XLMRobertaForMultipleChoice.__init__Nr   r   r   r   r   rx  !  s   rx  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !  s    z'XLMRobertaForQuestionAnswering.__init__Nr   r   r   r   r   ry  !  s   ry  c                   @   s   e Zd ZdgZdd„ ZdS )Ú#XLMRobertaForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !!  s    z,XLMRobertaForSequenceClassification.__init__Nr   r   r   r   r   rz  !  s   rz  c                   @   s   e Zd ZdgZdd„ ZdS )Ú XLMRobertaForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   (!  s    z)XLMRobertaForTokenClassification.__init__Nr   r   r   r   r   r{  %!  s   r{  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   /!  s    zXLMRobertaModel.__init__Nr   r   r   r   r   r|  ,!  s   r|  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   6!  s    z"XLMRobertaPreTrainedModel.__init__Nr   r   r   r   r   r}  3!  s   r}  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaXLForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   @!  s    z XLMRobertaXLForCausalLM.__init__Nr   r   r   r   r   r~  =!  s   r~  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaXLForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   G!  s    z XLMRobertaXLForMaskedLM.__init__Nr   r   r   r   r   r  D!  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaXLForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   N!  s    z&XLMRobertaXLForMultipleChoice.__init__Nr   r   r   r   r   r€  K!  s   r€  c                   @   s   e Zd ZdgZdd„ ZdS )Ú XLMRobertaXLForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   U!  s    z)XLMRobertaXLForQuestionAnswering.__init__Nr   r   r   r   r   r  R!  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )Ú%XLMRobertaXLForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   \!  s    z.XLMRobertaXLForSequenceClassification.__init__Nr   r   r   r   r   r‚  Y!  s   r‚  c                   @   s   e Zd ZdgZdd„ ZdS )Ú"XLMRobertaXLForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   c!  s    z+XLMRobertaXLForTokenClassification.__init__Nr   r   r   r   r   rƒ  `!  s   rƒ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaXLModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   j!  s    zXLMRobertaXLModel.__init__Nr   r   r   r   r   r„  g!  s   r„  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLMRobertaXLPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   q!  s    z$XLMRobertaXLPreTrainedModel.__init__Nr   r   r   r   r   r…  n!  s   r…  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLNetForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   {!  s    zXLNetForMultipleChoice.__init__Nr   r   r   r   r   r†  x!  s   r†  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLNetForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‚!  s    z"XLNetForQuestionAnswering.__init__Nr   r   r   r   r   r‡  !  s   r‡  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLNetForQuestionAnsweringSimpler   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‰!  s    z(XLNetForQuestionAnsweringSimple.__init__Nr   r   r   r   r   rˆ  †!  s   rˆ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLNetForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   !  s    z'XLNetForSequenceClassification.__init__Nr   r   r   r   r   r‰  !  s   r‰  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLNetForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   —!  s    z$XLNetForTokenClassification.__init__Nr   r   r   r   r   rŠ  ”!  s   rŠ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLNetLMHeadModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ž!  s    zXLNetLMHeadModel.__init__Nr   r   r   r   r   r‹  ›!  s   r‹  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
XLNetModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¥!  s    zXLNetModel.__init__Nr   r   r   r   r   rŒ  ¢!  s   rŒ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXLNetPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ¬!  s    zXLNetPreTrainedModel.__init__Nr   r   r   r   r   r  ©!  s   r  c                  O   s   t tdgƒ d S r   )r   Úload_tf_weights_in_xlnetrJ   r   r   r   rŽ  °!  s    rŽ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXmodForCausalLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   º!  s    zXmodForCausalLM.__init__Nr   r   r   r   r   r  ·!  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXmodForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Á!  s    zXmodForMaskedLM.__init__Nr   r   r   r   r   r  ¾!  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXmodForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   È!  s    zXmodForMultipleChoice.__init__Nr   r   r   r   r   r‘  Å!  s   r‘  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXmodForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ï!  s    z!XmodForQuestionAnswering.__init__Nr   r   r   r   r   r’  Ì!  s   r’  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXmodForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ö!  s    z&XmodForSequenceClassification.__init__Nr   r   r   r   r   r“  Ó!  s   r“  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXmodForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   Ý!  s    z#XmodForTokenClassification.__init__Nr   r   r   r   r   r”  Ú!  s   r”  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	XmodModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ä!  s    zXmodModel.__init__Nr   r   r   r   r   r•  á!  s   r•  c                   @   s   e Zd ZdgZdd„ ZdS )ÚXmodPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ë!  s    zXmodPreTrainedModel.__init__Nr   r   r   r   r   r–  è!  s   r–  c                   @   s   e Zd ZdgZdd„ ZdS )ÚYolosForObjectDetectionr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   õ!  s    z YolosForObjectDetection.__init__Nr   r   r   r   r   r—  ò!  s   r—  c                   @   s   e Zd ZdgZdd„ ZdS )Ú
YolosModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ü!  s    zYolosModel.__init__Nr   r   r   r   r   r˜  ù!  s   r˜  c                   @   s   e Zd ZdgZdd„ ZdS )ÚYolosPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   "  s    zYolosPreTrainedModel.__init__Nr   r   r   r   r   r™   "  s   r™  c                   @   s   e Zd ZdgZdd„ ZdS )ÚYosoForMaskedLMr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   "  s    zYosoForMaskedLM.__init__Nr   r   r   r   r   rš  
"  s   rš  c                   @   s   e Zd ZdgZdd„ ZdS )ÚYosoForMultipleChoicer   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   "  s    zYosoForMultipleChoice.__init__Nr   r   r   r   r   r›  "  s   r›  c                   @   s   e Zd ZdgZdd„ ZdS )ÚYosoForQuestionAnsweringr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   "  s    z!YosoForQuestionAnswering.__init__Nr   r   r   r   r   rœ  "  s   rœ  c                   @   s   e Zd ZdgZdd„ ZdS )ÚYosoForSequenceClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ""  s    z&YosoForSequenceClassification.__init__Nr   r   r   r   r   r  "  s   r  c                   @   s   e Zd ZdgZdd„ ZdS )ÚYosoForTokenClassificationr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   )"  s    z#YosoForTokenClassification.__init__Nr   r   r   r   r   rž  &"  s   rž  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	YosoLayerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   0"  s    zYosoLayer.__init__Nr   r   r   r   r   rŸ  -"  s   rŸ  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	YosoModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   7"  s    zYosoModel.__init__Nr   r   r   r   r   r   4"  s   r   c                   @   s   e Zd ZdgZdd„ ZdS )ÚYosoPreTrainedModelr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   >"  s    zYosoPreTrainedModel.__init__Nr   r   r   r   r   r¡  ;"  s   r¡  c                   @   s   e Zd ZdgZdd„ ZdS )Ú	Adafactorr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   E"  s    zAdafactor.__init__Nr   r   r   r   r   r¢  B"  s   r¢  c                   @   s   e Zd ZdgZdd„ ZdS )ÚAdamWr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   L"  s    zAdamW.__init__Nr   r   r   r   r   r£  I"  s   r£  c                  O   s   t tdgƒ d S r   )r   Úget_constant_schedulerJ   r   r   r   r¤  P"  s    r¤  c                  O   s   t tdgƒ d S r   )r   Ú!get_constant_schedule_with_warmuprJ   r   r   r   r¥  T"  s    r¥  c                  O   s   t tdgƒ d S r   )r   Úget_cosine_schedule_with_warmuprJ   r   r   r   r¦  X"  s    r¦  c                  O   s   t tdgƒ d S r   )r   Ú2get_cosine_with_hard_restarts_schedule_with_warmuprJ   r   r   r   r§  \"  s    r§  c                  O   s   t tdgƒ d S r   )r   Úget_inverse_sqrt_schedulerJ   r   r   r   r¨  `"  s    r¨  c                  O   s   t tdgƒ d S r   )r   Úget_linear_schedule_with_warmuprJ   r   r   r   r©  d"  s    r©  c                  O   s   t tdgƒ d S r   )r   Ú)get_polynomial_decay_schedule_with_warmuprJ   r   r   r   rª  h"  s    rª  c                  O   s   t tdgƒ d S r   )r   Úget_schedulerrJ   r   r   r   r«  l"  s    r«  c                   @   s   e Zd ZdgZdd„ ZdS )ÚConv1Dr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   s"  s    zConv1D.__init__Nr   r   r   r   r   r¬  p"  s   r¬  c                  O   s   t tdgƒ d S r   )r   Úapply_chunking_to_forwardrJ   r   r   r   r­  w"  s    r­  c                  O   s   t tdgƒ d S r   )r   Úprune_layerrJ   r   r   r   r®  {"  s    r®  c                   @   s   e Zd ZdgZdd„ ZdS )ÚTrainerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   ‚"  s    zTrainer.__init__Nr   r   r   r   r   r¯  "  s   r¯  c                  O   s   t tdgƒ d S r   )r   Útorch_distributed_zero_firstrJ   r   r   r   r°  †"  s    r°  c                   @   s   e Zd ZdgZdd„ ZdS )ÚSeq2SeqTrainerr   c                 O   s   t | dgƒ d S r   r   r   r   r   r   r   "  s    zSeq2SeqTrainer.__init__Nr   r   r   r   r   r±  Š"  s   r±  (ƒ  Úutilsr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   r9   r:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   rI   rK   Z$ALBERT_PRETRAINED_MODEL_ARCHIVE_LISTrL   rM   rN   rO   rP   rQ   rR   rS   rT   Z#ALIGN_PRETRAINED_MODEL_ARCHIVE_LISTrU   rV   rW   rX   Z%ALTCLIP_PRETRAINED_MODEL_ARCHIVE_LISTrY   rZ   r[   r\   Z;AUDIO_SPECTROGRAM_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr]   r^   r_   Z&MODEL_FOR_AUDIO_CLASSIFICATION_MAPPINGZ,MODEL_FOR_AUDIO_FRAME_CLASSIFICATION_MAPPINGZMODEL_FOR_AUDIO_XVECTOR_MAPPINGZMODEL_FOR_BACKBONE_MAPPINGZ'MODEL_FOR_CAUSAL_IMAGE_MODELING_MAPPINGZMODEL_FOR_CAUSAL_LM_MAPPINGZMODEL_FOR_CTC_MAPPINGZ"MODEL_FOR_DEPTH_ESTIMATION_MAPPINGZ-MODEL_FOR_DOCUMENT_QUESTION_ANSWERING_MAPPINGZ&MODEL_FOR_IMAGE_CLASSIFICATION_MAPPINGZ$MODEL_FOR_IMAGE_SEGMENTATION_MAPPINGZ MODEL_FOR_IMAGE_TO_IMAGE_MAPPINGZ'MODEL_FOR_INSTANCE_SEGMENTATION_MAPPINGZ!MODEL_FOR_MASK_GENERATION_MAPPINGZ'MODEL_FOR_MASKED_IMAGE_MODELING_MAPPINGZMODEL_FOR_MASKED_LM_MAPPINGZ!MODEL_FOR_MULTIPLE_CHOICE_MAPPINGZ*MODEL_FOR_NEXT_SENTENCE_PREDICTION_MAPPINGZ"MODEL_FOR_OBJECT_DETECTION_MAPPINGZMODEL_FOR_PRETRAINING_MAPPINGZ$MODEL_FOR_QUESTION_ANSWERING_MAPPINGZ'MODEL_FOR_SEMANTIC_SEGMENTATION_MAPPINGZ&MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPINGZ)MODEL_FOR_SEQUENCE_CLASSIFICATION_MAPPINGZ"MODEL_FOR_SPEECH_SEQ_2_SEQ_MAPPINGZ*MODEL_FOR_TABLE_QUESTION_ANSWERING_MAPPINGZMODEL_FOR_TEXT_ENCODING_MAPPINGZ%MODEL_FOR_TEXT_TO_SPECTROGRAM_MAPPINGZ"MODEL_FOR_TEXT_TO_WAVEFORM_MAPPINGZ&MODEL_FOR_TOKEN_CLASSIFICATION_MAPPINGZ(MODEL_FOR_UNIVERSAL_SEGMENTATION_MAPPINGZ&MODEL_FOR_VIDEO_CLASSIFICATION_MAPPINGZMODEL_FOR_VISION_2_SEQ_MAPPINGZ+MODEL_FOR_VISUAL_QUESTION_ANSWERING_MAPPINGZ0MODEL_FOR_ZERO_SHOT_IMAGE_CLASSIFICATION_MAPPINGZ,MODEL_FOR_ZERO_SHOT_OBJECT_DETECTION_MAPPINGZMODEL_MAPPINGZMODEL_WITH_LM_HEAD_MAPPINGr`   ra   rb   rc   rd   re   rf   rg   rh   ri   rj   rk   rl   rm   rn   ro   rp   rq   rr   rs   rt   ru   rv   rw   rx   ry   rz   r{   r|   r}   r~   r   r€   r   r‚   rƒ   r„   Z(AUTOFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr…   r†   r‡   Z"BARK_PRETRAINED_MODEL_ARCHIVE_LISTrˆ   r‰   rŠ   r‹   rŒ   r   Z"BART_PRETRAINED_MODEL_ARCHIVE_LISTrŽ   r   r   r‘   r’   r“   r”   r•   Z"BEIT_PRETRAINED_MODEL_ARCHIVE_LISTr–   r—   r˜   r™   rš   Z"BERT_PRETRAINED_MODEL_ARCHIVE_LISTr›   rœ   r   rž   rŸ   r    r¡   r¢   r£   r¤   r¥   r¦   r§   r¨   r©   rª   Z&BIG_BIRD_PRETRAINED_MODEL_ARCHIVE_LISTr«   r¬   r­   r®   r¯   r°   r±   r²   r³   r´   rµ   Z-BIGBIRD_PEGASUS_PRETRAINED_MODEL_ARCHIVE_LISTr¶   r·   r¸   r¹   rº   r»   Z$BIOGPT_PRETRAINED_MODEL_ARCHIVE_LISTr¼   r½   r¾   r¿   rÀ   Z!BIT_PRETRAINED_MODEL_ARCHIVE_LISTrÁ   rÂ   rÃ   rÄ   Z(BLENDERBOT_PRETRAINED_MODEL_ARCHIVE_LISTrÅ   rÆ   rÇ   rÈ   Z.BLENDERBOT_SMALL_PRETRAINED_MODEL_ARCHIVE_LISTrÉ   rÊ   rË   rÌ   Z"BLIP_PRETRAINED_MODEL_ARCHIVE_LISTrÍ   rÎ   rÏ   rÐ   rÑ   rÒ   rÓ   Z$BLIP_2_PRETRAINED_MODEL_ARCHIVE_LISTrÔ   rÕ   rÖ   r×   rØ   Z#BLOOM_PRETRAINED_MODEL_ARCHIVE_LISTrÙ   rÚ   rÛ   rÜ   rÝ   rÞ   Z)BRIDGETOWER_PRETRAINED_MODEL_ARCHIVE_LISTrß   rà   rá   râ   rã   Z"BROS_PRETRAINED_MODEL_ARCHIVE_LISTrä   rå   ræ   rç   rè   ré   Z'CAMEMBERT_PRETRAINED_MODEL_ARCHIVE_LISTrê   rë   rì   rí   rî   rï   rð   rñ   Z$CANINE_PRETRAINED_MODEL_ARCHIVE_LISTrò   ró   rô   rõ   rö   r÷   rø   rù   Z*CHINESE_CLIP_PRETRAINED_MODEL_ARCHIVE_LISTrú   rû   rü   rý   Z"CLAP_PRETRAINED_MODEL_ARCHIVE_LISTrþ   rÿ   r   r  r  r  r  Z"CLIP_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r	  r
  Z%CLIPSEG_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  Z%CODEGEN_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  Z.CONDITIONAL_DETR_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  Z&CONVBERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  Z&CONVNEXT_PRETRAINED_MODEL_ARCHIVE_LISTr   r!  r"  r#  Z(CONVNEXTV2_PRETRAINED_MODEL_ARCHIVE_LISTr$  r%  r&  r'  Z$CPMANT_PRETRAINED_MODEL_ARCHIVE_LISTr(  r)  r*  Z"CTRL_PRETRAINED_MODEL_ARCHIVE_LISTr+  r,  r-  r.  Z!CVT_PRETRAINED_MODEL_ARCHIVE_LISTr/  r0  r1  Z,DATA2VEC_AUDIO_PRETRAINED_MODEL_ARCHIVE_LISTZ+DATA2VEC_TEXT_PRETRAINED_MODEL_ARCHIVE_LISTZ-DATA2VEC_VISION_PRETRAINED_MODEL_ARCHIVE_LISTr2  r3  r4  r5  r6  r7  r8  r9  r:  r;  r<  r=  r>  r?  r@  rA  rB  rC  Z%DEBERTA_PRETRAINED_MODEL_ARCHIVE_LISTrD  rE  rF  rG  rH  rI  Z(DEBERTA_V2_PRETRAINED_MODEL_ARCHIVE_LISTrJ  rK  rL  rM  rN  rO  rP  Z2DECISION_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrQ  rR  rS  rT  Z-DEFORMABLE_DETR_PRETRAINED_MODEL_ARCHIVE_LISTrU  rV  rW  Z"DEIT_PRETRAINED_MODEL_ARCHIVE_LISTrX  rY  rZ  r[  r\  Z#MCTCT_PRETRAINED_MODEL_ARCHIVE_LISTr]  r^  r_  r`  ra  rb  rc  rd  re  rf  Z'RETRIBERT_PRETRAINED_MODEL_ARCHIVE_LISTrg  rh  Z4TRAJECTORY_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LISTri  rj  Z!VAN_PRETRAINED_MODEL_ARCHIVE_LISTrk  rl  rm  Z"DETA_PRETRAINED_MODEL_ARCHIVE_LISTrn  ro  rp  Z"DETR_PRETRAINED_MODEL_ARCHIVE_LISTrq  rr  rs  rt  Z#DINAT_PRETRAINED_MODEL_ARCHIVE_LISTru  rv  rw  rx  Z$DINOV2_PRETRAINED_MODEL_ARCHIVE_LISTry  rz  r{  r|  Z(DISTILBERT_PRETRAINED_MODEL_ARCHIVE_LISTr}  r~  r  r€  r  r‚  rƒ  Z(DONUT_SWIN_PRETRAINED_MODEL_ARCHIVE_LISTr„  r…  Z1DPR_CONTEXT_ENCODER_PRETRAINED_MODEL_ARCHIVE_LISTZ2DPR_QUESTION_ENCODER_PRETRAINED_MODEL_ARCHIVE_LISTZ(DPR_READER_PRETRAINED_MODEL_ARCHIVE_LISTr†  r‡  rˆ  r‰  rŠ  r‹  rŒ  Z!DPT_PRETRAINED_MODEL_ARCHIVE_LISTr  rŽ  r  r  Z-EFFICIENTFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr‘  r’  r“  r”  Z*EFFICIENTNET_PRETRAINED_MODEL_ARCHIVE_LISTr•  r–  r—  Z%ELECTRA_PRETRAINED_MODEL_ARCHIVE_LISTr˜  r™  rš  r›  rœ  r  rž  rŸ  r   r¡  Z%ENCODEC_PRETRAINED_MODEL_ARCHIVE_LISTr¢  r£  r¤  Z#ERNIE_PRETRAINED_MODEL_ARCHIVE_LISTr¥  r¦  r§  r¨  r©  rª  r«  r¬  r­  r®  Z%ERNIE_M_PRETRAINED_MODEL_ARCHIVE_LISTr¯  r°  r±  r²  r³  r´  rµ  Z!ESM_PRETRAINED_MODEL_ARCHIVE_LISTr¶  r·  r¸  r¹  rº  r»  r¼  Z$FALCON_PRETRAINED_MODEL_ARCHIVE_LISTr½  r¾  r¿  rÀ  rÁ  rÂ  Z&FLAUBERT_PRETRAINED_MODEL_ARCHIVE_LISTrÃ  rÄ  rÅ  rÆ  rÇ  rÈ  rÉ  rÊ  Z#FLAVA_PRETRAINED_MODEL_ARCHIVE_LISTrË  rÌ  rÍ  rÎ  rÏ  rÐ  rÑ  Z"FNET_PRETRAINED_MODEL_ARCHIVE_LISTrÒ  rÓ  rÔ  rÕ  rÖ  r×  rØ  rÙ  rÚ  rÛ  Z&FOCALNET_PRETRAINED_MODEL_ARCHIVE_LISTrÜ  rÝ  rÞ  rß  rà  rá  râ  rã  Z$FUNNEL_PRETRAINED_MODEL_ARCHIVE_LISTrä  rå  ræ  rç  rè  ré  rê  rë  rì  rí  Z!GIT_PRETRAINED_MODEL_ARCHIVE_LISTrî  rï  rð  rñ  Z"GLPN_PRETRAINED_MODEL_ARCHIVE_LISTrò  ró  rô  Z"GPT2_PRETRAINED_MODEL_ARCHIVE_LISTrõ  rö  r÷  rø  rù  rú  rû  rü  Z)GPT_BIGCODE_PRETRAINED_MODEL_ARCHIVE_LISTrý  rþ  rÿ  r   r  Z%GPT_NEO_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  Z&GPT_NEOX_PRETRAINED_MODEL_ARCHIVE_LISTr	  r
  r  r  r  r  r  Z/GPT_NEOX_JAPANESE_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  Z"GPTJ_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  Z-GPTSAN_JAPANESE_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  Z(GRAPHORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  Z&GROUPVIT_PRETRAINED_MODEL_ARCHIVE_LISTr  r   r!  r"  Z$HUBERT_PRETRAINED_MODEL_ARCHIVE_LISTr#  r$  r%  r&  Z#IBERT_PRETRAINED_MODEL_ARCHIVE_LISTr'  r(  r)  r*  r+  r,  r-  Z%IDEFICS_PRETRAINED_MODEL_ARCHIVE_LISTr.  r/  r0  r1  Z&IMAGEGPT_PRETRAINED_MODEL_ARCHIVE_LISTr2  r3  r4  r5  r6  Z&INFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr7  r8  r9  Z*INSTRUCTBLIP_PRETRAINED_MODEL_ARCHIVE_LISTr:  r;  r<  r=  Z%JUKEBOX_PRETRAINED_MODEL_ARCHIVE_LISTr>  r?  r@  rA  Z&LAYOUTLM_PRETRAINED_MODEL_ARCHIVE_LISTrB  rC  rD  rE  rF  rG  Z(LAYOUTLMV2_PRETRAINED_MODEL_ARCHIVE_LISTrH  rI  rJ  rK  rL  Z(LAYOUTLMV3_PRETRAINED_MODEL_ARCHIVE_LISTrM  rN  rO  rP  rQ  Z!LED_PRETRAINED_MODEL_ARCHIVE_LISTrR  rS  rT  rU  rV  Z#LEVIT_PRETRAINED_MODEL_ARCHIVE_LISTrW  rX  rY  rZ  Z"LILT_PRETRAINED_MODEL_ARCHIVE_LISTr[  r\  r]  r^  r_  r`  ra  rb  rc  Z(LONGFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrd  re  rf  rg  rh  ri  rj  rk  Z$LONGT5_PRETRAINED_MODEL_ARCHIVE_LISTrl  rm  rn  ro  Z"LUKE_PRETRAINED_MODEL_ARCHIVE_LISTrp  rq  rr  rs  rt  ru  rv  rw  rx  ry  rz  r{  r|  r}  r~  r  r€  Z%M2M_100_PRETRAINED_MODEL_ARCHIVE_LISTr  r‚  rƒ  r„  r…  r†  Z&MARKUPLM_PRETRAINED_MODEL_ARCHIVE_LISTr‡  rˆ  r‰  rŠ  r‹  Z)MASK2FORMER_PRETRAINED_MODEL_ARCHIVE_LISTrŒ  r  rŽ  Z(MASKFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r‘  r’  r“  r”  r•  r–  r—  r˜  Z"MEGA_PRETRAINED_MODEL_ARCHIVE_LISTr™  rš  r›  rœ  r  rž  rŸ  r   Z+MEGATRON_BERT_PRETRAINED_MODEL_ARCHIVE_LISTr¡  r¢  r£  r¤  r¥  r¦  r§  r¨  r©  rª  Z%MGP_STR_PRETRAINED_MODEL_ARCHIVE_LISTr«  r¬  r­  r®  r¯  r°  r±  Z(MOBILEBERT_PRETRAINED_MODEL_ARCHIVE_LISTr²  r³  r´  rµ  r¶  r·  r¸  r¹  rº  r»  r¼  Z*MOBILENET_V1_PRETRAINED_MODEL_ARCHIVE_LISTr½  r¾  r¿  rÀ  Z*MOBILENET_V2_PRETRAINED_MODEL_ARCHIVE_LISTrÁ  rÂ  rÃ  rÄ  rÅ  Z'MOBILEVIT_PRETRAINED_MODEL_ARCHIVE_LISTrÆ  rÇ  rÈ  rÉ  Z)MOBILEVITV2_PRETRAINED_MODEL_ARCHIVE_LISTrÊ  rË  rÌ  rÍ  Z#MPNET_PRETRAINED_MODEL_ARCHIVE_LISTrÎ  rÏ  rÐ  rÑ  rÒ  rÓ  rÔ  rÕ  Z!MPT_PRETRAINED_MODEL_ARCHIVE_LISTrÖ  r×  rØ  rÙ  rÚ  rÛ  Z!MRA_PRETRAINED_MODEL_ARCHIVE_LISTrÜ  rÝ  rÞ  rß  rà  rá  râ  rã  rä  rå  ræ  rç  rè  Z&MUSICGEN_PRETRAINED_MODEL_ARCHIVE_LISTré  rê  rë  rì  rí  Z!MVP_PRETRAINED_MODEL_ARCHIVE_LISTrî  rï  rð  rñ  rò  ró  Z!NAT_PRETRAINED_MODEL_ARCHIVE_LISTrô  rõ  rö  r÷  Z#NEZHA_PRETRAINED_MODEL_ARCHIVE_LISTrø  rù  rú  rû  rü  rý  rþ  rÿ  r   Z&NLLB_MOE_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  Z+NYSTROMFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r	  r
  r  r  r  Z'ONEFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  Z(OPENAI_GPT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  Z!OPT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  Z$OWLVIT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r   r!  r"  r#  r$  Z'PEGASUS_X_PRETRAINED_MODEL_ARCHIVE_LISTr%  r&  r'  Z'PERCEIVER_PRETRAINED_MODEL_ARCHIVE_LISTr(  r)  r*  r+  r,  r-  r.  r/  r0  r1  r2  r3  r4  r5  Z(PIX2STRUCT_PRETRAINED_MODEL_ARCHIVE_LISTr6  r7  r8  r9  Z$PLBART_PRETRAINED_MODEL_ARCHIVE_LISTr:  r;  r<  r=  r>  Z(POOLFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr?  r@  rA  Z'POP2PIANO_PRETRAINED_MODEL_ARCHIVE_LISTrB  rC  Z(PROPHETNET_PRETRAINED_MODEL_ARCHIVE_LISTrD  rE  rF  rG  rH  rI  Z!PVT_PRETRAINED_MODEL_ARCHIVE_LISTrJ  rK  rL  Z%QDQBERT_PRETRAINED_MODEL_ARCHIVE_LISTrM  rN  rO  rP  rQ  rR  rS  rT  rU  rV  rW  rX  rY  rZ  r[  Z#REALM_PRETRAINED_MODEL_ARCHIVE_LISTr\  r]  r^  r_  r`  ra  rb  rc  Z&REFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrd  re  rf  rg  rh  ri  rj  rk  Z$REGNET_PRETRAINED_MODEL_ARCHIVE_LISTrl  rm  rn  Z%REMBERT_PRETRAINED_MODEL_ARCHIVE_LISTro  rp  rq  rr  rs  rt  ru  rv  rw  rx  Z$RESNET_PRETRAINED_MODEL_ARCHIVE_LISTry  rz  r{  r|  Z%ROBERTA_PRETRAINED_MODEL_ARCHIVE_LISTr}  r~  r  r€  r  r‚  rƒ  r„  Z2ROBERTA_PRELAYERNORM_PRETRAINED_MODEL_ARCHIVE_LISTr…  r†  r‡  rˆ  r‰  rŠ  r‹  rŒ  Z&ROC_BERT_PRETRAINED_MODEL_ARCHIVE_LISTr  rŽ  r  r  r‘  r’  r“  r”  r•  r–  r—  Z&ROFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr˜  r™  rš  r›  rœ  r  rž  rŸ  r   r¡  Z"RWKV_PRETRAINED_MODEL_ARCHIVE_LISTr¢  r£  r¤  Z!SAM_PRETRAINED_MODEL_ARCHIVE_LISTr¥  r¦  Z'SEGFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr§  r¨  r©  rª  r«  r¬  Z!SEW_PRETRAINED_MODEL_ARCHIVE_LISTr­  r®  r¯  r°  Z#SEW_D_PRETRAINED_MODEL_ARCHIVE_LISTr±  r²  r³  r´  rµ  Z,SPEECH_TO_TEXT_PRETRAINED_MODEL_ARCHIVE_LISTr¶  r·  r¸  r¹  rº  Z&SPEECHT5_PRETRAINED_MODEL_ARCHIVE_LISTr»  r¼  r½  r¾  r¿  rÀ  Z&SPLINTER_PRETRAINED_MODEL_ARCHIVE_LISTrÁ  rÂ  rÃ  rÄ  rÅ  Z)SQUEEZEBERT_PRETRAINED_MODEL_ARCHIVE_LISTrÆ  rÇ  rÈ  rÉ  rÊ  rË  rÌ  rÍ  Z)SWIFTFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrÎ  rÏ  rÐ  Z"SWIN_PRETRAINED_MODEL_ARCHIVE_LISTrÑ  rÒ  rÓ  rÔ  rÕ  Z%SWIN2SR_PRETRAINED_MODEL_ARCHIVE_LISTrÖ  r×  rØ  Z$SWINV2_PRETRAINED_MODEL_ARCHIVE_LISTrÙ  rÚ  rÛ  rÜ  Z1SWITCH_TRANSFORMERS_PRETRAINED_MODEL_ARCHIVE_LISTrÝ  rÞ  rß  rà  rá  râ  Z T5_PRETRAINED_MODEL_ARCHIVE_LISTrã  rä  rå  ræ  rç  rè  ré  Z/TABLE_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrê  rë  rì  Z#TAPAS_PRETRAINED_MODEL_ARCHIVE_LISTrí  rî  rï  rð  rñ  rò  Z5TIME_SERIES_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LISTró  rô  rõ  Z)TIMESFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrö  r÷  rø  rù  Z(TRANSFO_XL_PRETRAINED_MODEL_ARCHIVE_LISTrú  rû  rü  rý  rþ  rÿ  Z#TROCR_PRETRAINED_MODEL_ARCHIVE_LISTr   r  Z"TVLT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r	  r
  r  Z'UNISPEECH_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  Z+UNISPEECH_SAT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  Z&VIDEOMAE_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  Z"VILT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r   r!  r"  r#  r$  r%  r&  r'  Z)VISUAL_BERT_PRETRAINED_MODEL_ARCHIVE_LISTr(  r)  r*  r+  r,  r-  r.  r/  Z!VIT_PRETRAINED_MODEL_ARCHIVE_LISTr0  r1  r2  r3  Z(VIT_HYBRID_PRETRAINED_MODEL_ARCHIVE_LISTr4  r5  r6  Z%VIT_MAE_PRETRAINED_MODEL_ARCHIVE_LISTr7  r8  r9  r:  Z%VIT_MSN_PRETRAINED_MODEL_ARCHIVE_LISTr;  r<  r=  Z$VITDET_PRETRAINED_MODEL_ARCHIVE_LISTr>  r?  r@  Z&VITMATTE_PRETRAINED_MODEL_ARCHIVE_LISTrA  rB  Z"VITS_PRETRAINED_MODEL_ARCHIVE_LISTrC  rD  Z#VIVIT_PRETRAINED_MODEL_ARCHIVE_LISTrE  rF  rG  Z)WAV_2_VEC_2_PRETRAINED_MODEL_ARCHIVE_LISTrH  rI  rJ  rK  rL  rM  rN  rO  Z0WAV2VEC2_CONFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrP  rQ  rR  rS  rT  rU  rV  Z#WAVLM_PRETRAINED_MODEL_ARCHIVE_LISTrW  rX  rY  rZ  r[  r\  Z%WHISPER_PRETRAINED_MODEL_ARCHIVE_LISTr]  r^  r_  r`  Z#XCLIP_PRETRAINED_MODEL_ARCHIVE_LISTra  rb  rc  rd  Z"XGLM_PRETRAINED_MODEL_ARCHIVE_LISTre  rf  rg  Z!XLM_PRETRAINED_MODEL_ARCHIVE_LISTrh  ri  rj  rk  rl  rm  rn  ro  Z,XLM_PROPHETNET_PRETRAINED_MODEL_ARCHIVE_LISTrp  rq  rr  rs  rt  ru  Z)XLM_ROBERTA_PRETRAINED_MODEL_ARCHIVE_LISTrv  rw  rx  ry  rz  r{  r|  r}  Z,XLM_ROBERTA_XL_PRETRAINED_MODEL_ARCHIVE_LISTr~  r  r€  r  r‚  rƒ  r„  r…  Z#XLNET_PRETRAINED_MODEL_ARCHIVE_LISTr†  r‡  rˆ  r‰  rŠ  r‹  rŒ  r  rŽ  Z"XMOD_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r‘  r’  r“  r”  r•  r–  Z#YOLOS_PRETRAINED_MODEL_ARCHIVE_LISTr—  r˜  r™  Z"YOSO_PRETRAINED_MODEL_ARCHIVE_LISTrš  r›  rœ  r  rž  rŸ  r   r¡  r¢  r£  r¤  r¥  r¦  r§  r¨  r©  rª  r«  r¬  r­  r®  r¯  r°  r±  r   r   r   r   Ú<module>   s   