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@huggingface/transformers

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State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

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var __create = Object.create; var __defProp = Object.defineProperty; var __getOwnPropDesc = Object.getOwnPropertyDescriptor; var __getOwnPropNames = Object.getOwnPropertyNames; var __getProtoOf = Object.getPrototypeOf; var __hasOwnProp = Object.prototype.hasOwnProperty; var __export = (target, all) => { for (var name in all) __defProp(target, name, { get: all[name], enumerable: true }); }; var __copyProps = (to, from, except, desc) => { if (from && typeof from === "object" || typeof from === "function") { for (let key of __getOwnPropNames(from)) if (!__hasOwnProp.call(to, key) && key !== except) __defProp(to, key, { get: () => from[key], enumerable: !(desc = __getOwnPropDesc(from, key)) || desc.enumerable }); } return to; }; var __toESM = (mod, isNodeMode, target) => (target = mod != null ? __create(__getProtoOf(mod)) : {}, __copyProps( // If the importer is in node compatibility mode or this is not an ESM // file that has been converted to a CommonJS file using a Babel- // compatible transform (i.e. "__esModule" has not been set), then set // "default" to the CommonJS "module.exports" for node compatibility. isNodeMode || !mod || !mod.__esModule ? __defProp(target, "default", { value: mod, enumerable: true }) : target, mod )); var __toCommonJS = (mod) => __copyProps(__defProp({}, "__esModule", { value: true }), mod); // src/transformers.js var transformers_exports = {}; __export(transformers_exports, { ASTFeatureExtractor: () => ASTFeatureExtractor, ASTForAudioClassification: () => ASTForAudioClassification, ASTModel: () => ASTModel, ASTPreTrainedModel: () => ASTPreTrainedModel, AfmoeForCausalLM: () => AfmoeForCausalLM, AfmoeModel: () => AfmoeModel, AfmoePreTrainedModel: () => AfmoePreTrainedModel, AlbertForMaskedLM: () => AlbertForMaskedLM, AlbertForQuestionAnswering: () => AlbertForQuestionAnswering, AlbertForSequenceClassification: () => AlbertForSequenceClassification, AlbertModel: () => AlbertModel, AlbertPreTrainedModel: () => AlbertPreTrainedModel, AlbertTokenizer: () => AlbertTokenizer, ApertusForCausalLM: () => ApertusForCausalLM, ApertusModel: () => ApertusModel, ApertusPreTrainedModel: () => ApertusPreTrainedModel, ArceeForCausalLM: () => ArceeForCausalLM, ArceeModel: () => ArceeModel, ArceePreTrainedModel: () => ArceePreTrainedModel, AudioClassificationPipeline: () => AudioClassificationPipeline, AutoConfig: () => AutoConfig, AutoFeatureExtractor: () => AutoFeatureExtractor, AutoImageProcessor: () => AutoImageProcessor, AutoModel: () => AutoModel, AutoModelForAudioClassification: () => AutoModelForAudioClassification, AutoModelForAudioFrameClassification: () => AutoModelForAudioFrameClassification, AutoModelForAudioTextToText: () => AutoModelForAudioTextToText, AutoModelForCTC: () => AutoModelForCTC, AutoModelForCausalLM: () => AutoModelForCausalLM, AutoModelForDepthEstimation: () => AutoModelForDepthEstimation, AutoModelForDocumentQuestionAnswering: () => AutoModelForDocumentQuestionAnswering, AutoModelForImageClassification: () => AutoModelForImageClassification, AutoModelForImageFeatureExtraction: () => AutoModelForImageFeatureExtraction, AutoModelForImageMatting: () => AutoModelForImageMatting, AutoModelForImageSegmentation: () => AutoModelForImageSegmentation, AutoModelForImageTextToText: () => AutoModelForImageTextToText, AutoModelForImageToImage: () => AutoModelForImageToImage, AutoModelForMaskGeneration: () => AutoModelForMaskGeneration, AutoModelForMaskedLM: () => AutoModelForMaskedLM, AutoModelForNormalEstimation: () => AutoModelForNormalEstimation, AutoModelForObjectDetection: () => AutoModelForObjectDetection, AutoModelForPoseEstimation: () => AutoModelForPoseEstimation, AutoModelForQuestionAnswering: () => AutoModelForQuestionAnswering, AutoModelForSemanticSegmentation: () => AutoModelForSemanticSegmentation, AutoModelForSeq2SeqLM: () => AutoModelForSeq2SeqLM, AutoModelForSequenceClassification: () => AutoModelForSequenceClassification, AutoModelForSpeechSeq2Seq: () => AutoModelForSpeechSeq2Seq, AutoModelForTextToSpectrogram: () => AutoModelForTextToSpectrogram, AutoModelForTextToWaveform: () => AutoModelForTextToWaveform, AutoModelForTokenClassification: () => AutoModelForTokenClassification, AutoModelForUniversalSegmentation: () => AutoModelForUniversalSegmentation, AutoModelForVision2Seq: () => AutoModelForVision2Seq, AutoModelForXVector: () => AutoModelForXVector, AutoModelForZeroShotObjectDetection: () => AutoModelForZeroShotObjectDetection, AutoProcessor: () => AutoProcessor, AutoTokenizer: () => AutoTokenizer, AutomaticSpeechRecognitionPipeline: () => AutomaticSpeechRecognitionPipeline, BackgroundRemovalPipeline: () => BackgroundRemovalPipeline, BartForConditionalGeneration: () => BartForConditionalGeneration, BartForSequenceClassification: () => BartForSequenceClassification, BartModel: () => BartModel, BartPretrainedModel: () => BartPretrainedModel, BartTokenizer: () => BartTokenizer, BaseStreamer: () => BaseStreamer, BeitFeatureExtractor: () => BeitFeatureExtractor, BeitForImageClassification: () => BeitForImageClassification, BeitModel: () => BeitModel, BeitPreTrainedModel: () => BeitPreTrainedModel, BertForMaskedLM: () => BertForMaskedLM, BertForQuestionAnswering: () => BertForQuestionAnswering, BertForSequenceClassification: () => BertForSequenceClassification, BertForTokenClassification: () => BertForTokenClassification, BertModel: () => BertModel, BertPreTrainedModel: () => BertPreTrainedModel, BertTokenizer: () => BertTokenizer, BitImageProcessor: () => BitImageProcessor, BlenderbotForConditionalGeneration: () => BlenderbotForConditionalGeneration, BlenderbotModel: () => BlenderbotModel, BlenderbotPreTrainedModel: () => BlenderbotPreTrainedModel, BlenderbotSmallForConditionalGeneration: () => BlenderbotSmallForConditionalGeneration, BlenderbotSmallModel: () => BlenderbotSmallModel, BlenderbotSmallPreTrainedModel: () => BlenderbotSmallPreTrainedModel, BlenderbotSmallTokenizer: () => BlenderbotSmallTokenizer, BlenderbotTokenizer: () => BlenderbotTokenizer, BloomForCausalLM: () => BloomForCausalLM, BloomModel: () => BloomModel, BloomPreTrainedModel: () => BloomPreTrainedModel, BloomTokenizer: () => BloomTokenizer, CHMv2ForDepthEstimation: () => CHMv2ForDepthEstimation, CHMv2ImageProcessor: () => CHMv2ImageProcessor, CHMv2PreTrainedModel: () => CHMv2PreTrainedModel, CLIPFeatureExtractor: () => CLIPFeatureExtractor, CLIPImageProcessor: () => CLIPImageProcessor, CLIPModel: () => CLIPModel, CLIPPreTrainedModel: () => CLIPPreTrainedModel, CLIPSegForImageSegmentation: () => CLIPSegForImageSegmentation, CLIPSegModel: () => CLIPSegModel, CLIPSegPreTrainedModel: () => CLIPSegPreTrainedModel, CLIPTextModel: () => CLIPTextModel, CLIPTextModelWithProjection: () => CLIPTextModelWithProjection, CLIPTokenizer: () => CLIPTokenizer, CLIPVisionModel: () => CLIPVisionModel, CLIPVisionModelWithProjection: () => CLIPVisionModelWithProjection, CamembertForMaskedLM: () => CamembertForMaskedLM, CamembertForQuestionAnswering: () => CamembertForQuestionAnswering, CamembertForSequenceClassification: () => CamembertForSequenceClassification, CamembertForTokenClassification: () => CamembertForTokenClassification, CamembertModel: () => CamembertModel, CamembertPreTrainedModel: () => CamembertPreTrainedModel, CamembertTokenizer: () => CamembertTokenizer, ChatterboxFeatureExtractor: () => ChatterboxFeatureExtractor, ChatterboxModel: () => ChatterboxModel, ChatterboxPreTrainedModel: () => ChatterboxPreTrainedModel, ChatterboxProcessor: () => ChatterboxProcessor, ChineseCLIPFeatureExtractor: () => ChineseCLIPFeatureExtractor, ChineseCLIPModel: () => ChineseCLIPModel, ChineseCLIPPreTrainedModel: () => ChineseCLIPPreTrainedModel, ClapAudioModelWithProjection: () => ClapAudioModelWithProjection, ClapFeatureExtractor: () => ClapFeatureExtractor, ClapModel: () => ClapModel, ClapPreTrainedModel: () => ClapPreTrainedModel, ClapTextModelWithProjection: () => ClapTextModelWithProjection, ClassifierFreeGuidanceLogitsProcessor: () => ClassifierFreeGuidanceLogitsProcessor, CodeGenForCausalLM: () => CodeGenForCausalLM, CodeGenModel: () => CodeGenModel, CodeGenPreTrainedModel: () => CodeGenPreTrainedModel, CodeGenTokenizer: () => CodeGenTokenizer, CodeLlamaTokenizer: () => CodeLlamaTokenizer, Cohere2ForCausalLM: () => Cohere2ForCausalLM, Cohere2Model: () => Cohere2Model, Cohere2PreTrainedModel: () => Cohere2PreTrainedModel, CohereAsrFeatureExtractor: () => CohereAsrFeatureExtractor, CohereAsrForConditionalGeneration: () => CohereAsrForConditionalGeneration, CohereAsrModel: () => CohereAsrModel, CohereAsrPreTrainedModel: () => CohereAsrPreTrainedModel, CohereAsrProcessor: () => CohereAsrProcessor, CohereAsrTokenizer: () => CohereAsrTokenizer, CohereForCausalLM: () => CohereForCausalLM, CohereModel: () => CohereModel, CoherePreTrainedModel: () => CoherePreTrainedModel, CohereTokenizer: () => CohereTokenizer, ConvBertForMaskedLM: () => ConvBertForMaskedLM, ConvBertForQuestionAnswering: () => ConvBertForQuestionAnswering, ConvBertForSequenceClassification: () => ConvBertForSequenceClassification, ConvBertForTokenClassification: () => ConvBertForTokenClassification, ConvBertModel: () => ConvBertModel, ConvBertPreTrainedModel: () => ConvBertPreTrainedModel, ConvBertTokenizer: () => ConvBertTokenizer, ConvNextFeatureExtractor: () => ConvNextFeatureExtractor, ConvNextForImageClassification: () => ConvNextForImageClassification, ConvNextImageProcessor: () => ConvNextImageProcessor, ConvNextModel: () => ConvNextModel, ConvNextPreTrainedModel: () => ConvNextPreTrainedModel, ConvNextV2ForImageClassification: () => ConvNextV2ForImageClassification, ConvNextV2Model: () => ConvNextV2Model, ConvNextV2PreTrainedModel: () => ConvNextV2PreTrainedModel, DFineForObjectDetection: () => DFineForObjectDetection, DFineModel: () => DFineModel, DFinePreTrainedModel: () => DFinePreTrainedModel, DINOv3ConvNextModel: () => DINOv3ConvNextModel, DINOv3ConvNextPreTrainedModel: () => DINOv3ConvNextPreTrainedModel, DINOv3ViTImageProcessor: () => DINOv3ViTImageProcessor, DINOv3ViTModel: () => DINOv3ViTModel, DINOv3ViTPreTrainedModel: () => DINOv3ViTPreTrainedModel, DPTFeatureExtractor: () => DPTFeatureExtractor, DPTForDepthEstimation: () => DPTForDepthEstimation, DPTImageProcessor: () => DPTImageProcessor, DPTModel: () => DPTModel, DPTPreTrainedModel: () => DPTPreTrainedModel, DacDecoderModel: () => DacDecoderModel, DacDecoderOutput: () => DacDecoderOutput, DacEncoderModel: () => DacEncoderModel, DacEncoderOutput: () => DacEncoderOutput, DacFeatureExtractor: () => DacFeatureExtractor, DacModel: () => DacModel, DacPreTrainedModel: () => DacPreTrainedModel, DebertaForMaskedLM: () => DebertaForMaskedLM, DebertaForQuestionAnswering: () => DebertaForQuestionAnswering, DebertaForSequenceClassification: () => DebertaForSequenceClassification, DebertaForTokenClassification: () => DebertaForTokenClassification, DebertaModel: () => DebertaModel, DebertaPreTrainedModel: () => DebertaPreTrainedModel, DebertaTokenizer: () => DebertaTokenizer, DebertaV2ForMaskedLM: () => DebertaV2ForMaskedLM, DebertaV2ForQuestionAnswering: () => DebertaV2ForQuestionAnswering, DebertaV2ForSequenceClassification: () => DebertaV2ForSequenceClassification, DebertaV2ForTokenClassification: () => DebertaV2ForTokenClassification, DebertaV2Model: () => DebertaV2Model, DebertaV2PreTrainedModel: () => DebertaV2PreTrainedModel, DebertaV2Tokenizer: () => DebertaV2Tokenizer, DecisionTransformerModel: () => DecisionTransformerModel, DecisionTransformerPreTrainedModel: () => DecisionTransformerPreTrainedModel, DeepseekV3ForCausalLM: () => DeepseekV3ForCausalLM, DeepseekV3Model: () => DeepseekV3Model, DeepseekV3PreTrainedModel: () => DeepseekV3PreTrainedModel, DeiTFeatureExtractor: () => DeiTFeatureExtractor, DeiTForImageClassification: () => DeiTForImageClassification, DeiTImageProcessor: () => DeiTImageProcessor, DeiTModel: () => DeiTModel, DeiTPreTrainedModel: () => DeiTPreTrainedModel, DepthAnythingForDepthEstimation: () => DepthAnythingForDepthEstimation, DepthAnythingPreTrainedModel: () => DepthAnythingPreTrainedModel, DepthEstimationPipeline: () => DepthEstimationPipeline, DepthProForDepthEstimation: () => DepthProForDepthEstimation, DepthProPreTrainedModel: () => DepthProPreTrainedModel, DetrFeatureExtractor: () => DetrFeatureExtractor, DetrForObjectDetection: () => DetrForObjectDetection, DetrForSegmentation: () => DetrForSegmentation, DetrImageProcessor: () => DetrImageProcessor, DetrModel: () => DetrModel, DetrObjectDetectionOutput: () => DetrObjectDetectionOutput, DetrPreTrainedModel: () => DetrPreTrainedModel, DetrSegmentationOutput: () => DetrSegmentationOutput, Dinov2ForImageClassification: () => Dinov2ForImageClassification, Dinov2Model: () => Dinov2Model, Dinov2PreTrainedModel: () => Dinov2PreTrainedModel, Dinov2WithRegistersForImageClassification: () => Dinov2WithRegistersForImageClassification, Dinov2WithRegistersModel: () => Dinov2WithRegistersModel, Dinov2WithRegistersPreTrainedModel: () => Dinov2WithRegistersPreTrainedModel, DistilBertForMaskedLM: () => DistilBertForMaskedLM, DistilBertForQuestionAnswering: () => DistilBertForQuestionAnswering, DistilBertForSequenceClassification: () => DistilBertForSequenceClassification, DistilBertForTokenClassification: () => DistilBertForTokenClassification, DistilBertModel: () => DistilBertModel, DistilBertPreTrainedModel: () => DistilBertPreTrainedModel, DistilBertTokenizer: () => DistilBertTokenizer, DocumentQuestionAnsweringPipeline: () => DocumentQuestionAnsweringPipeline, DonutFeatureExtractor: () => DonutFeatureExtractor, DonutImageProcessor: () => DonutImageProcessor, DonutSwinModel: () => DonutSwinModel, DonutSwinPreTrainedModel: () => DonutSwinPreTrainedModel, DynamicCache: () => DynamicCache, EdgeTamModel: () => EdgeTamModel, EfficientNetForImageClassification: () => EfficientNetForImageClassification, EfficientNetImageProcessor: () => EfficientNetImageProcessor, EfficientNetModel: () => EfficientNetModel, EfficientNetPreTrainedModel: () => EfficientNetPreTrainedModel, ElectraForMaskedLM: () => ElectraForMaskedLM, ElectraForQuestionAnswering: () => ElectraForQuestionAnswering, ElectraForSequenceClassification: () => ElectraForSequenceClassification, ElectraForTokenClassification: () => ElectraForTokenClassification, ElectraModel: () => ElectraModel, ElectraPreTrainedModel: () => ElectraPreTrainedModel, ElectraTokenizer: () => ElectraTokenizer, EncodecFeatureExtractor: () => EncodecFeatureExtractor, EosTokenCriteria: () => EosTokenCriteria, Ernie4_5ForCausalLM: () => Ernie4_5ForCausalLM, Ernie4_5Model: () => Ernie4_5Model, Ernie4_5PretrainedModel: () => Ernie4_5PretrainedModel, EsmForMaskedLM: () => EsmForMaskedLM, EsmForSequenceClassification: () => EsmForSequenceClassification, EsmForTokenClassification: () => EsmForTokenClassification, EsmModel: () => EsmModel, EsmPreTrainedModel: () => EsmPreTrainedModel, EsmTokenizer: () => EsmTokenizer, EuroBertForMaskedLM: () => EuroBertForMaskedLM, EuroBertForSequenceClassification: () => EuroBertForSequenceClassification, EuroBertForTokenClassification: () => EuroBertForTokenClassification, EuroBertModel: () => EuroBertModel, EuroBertPreTrainedModel: () => EuroBertPreTrainedModel, ExaoneForCausalLM: () => ExaoneForCausalLM, ExaoneModel: () => ExaoneModel, ExaonePreTrainedModel: () => ExaonePreTrainedModel, FalconForCausalLM: () => FalconForCausalLM, FalconH1ForCausalLM: () => FalconH1ForCausalLM, FalconH1Model: () => FalconH1Model, FalconH1PreTrainedModel: () => FalconH1PreTrainedModel, FalconModel: () => FalconModel, FalconPreTrainedModel: () => FalconPreTrainedModel, FalconTokenizer: () => FalconTokenizer, FastViTForImageClassification: () => FastViTForImageClassification, FastViTModel: () => FastViTModel, FastViTPreTrainedModel: () => FastViTPreTrainedModel, FeatureExtractionPipeline: () => FeatureExtractionPipeline, FeatureExtractor: () => FeatureExtractor, FillMaskPipeline: () => FillMaskPipeline, Florence2ForConditionalGeneration: () => Florence2ForConditionalGeneration, Florence2PreTrainedModel: () => Florence2PreTrainedModel, Florence2Processor: () => Florence2Processor, ForcedBOSTokenLogitsProcessor: () => ForcedBOSTokenLogitsProcessor, ForcedEOSTokenLogitsProcessor: () => ForcedEOSTokenLogitsProcessor, GLPNFeatureExtractor: () => GLPNFeatureExtractor, GLPNForDepthEstimation: () => GLPNForDepthEstimation, GLPNModel: () => GLPNModel, GLPNPreTrainedModel: () => GLPNPreTrainedModel, GPT2LMHeadModel: () => GPT2LMHeadModel, GPT2Model: () => GPT2Model, GPT2PreTrainedModel: () => GPT2PreTrainedModel, GPT2Tokenizer: () => GPT2Tokenizer, GPTBigCodeForCausalLM: () => GPTBigCodeForCausalLM, GPTBigCodeModel: () => GPTBigCodeModel, GPTBigCodePreTrainedModel: () => GPTBigCodePreTrainedModel, GPTJForCausalLM: () => GPTJForCausalLM, GPTJModel: () => GPTJModel, GPTJPreTrainedModel: () => GPTJPreTrainedModel, GPTNeoForCausalLM: () => GPTNeoForCausalLM, GPTNeoModel: () => GPTNeoModel, GPTNeoPreTrainedModel: () => GPTNeoPreTrainedModel, GPTNeoXForCausalLM: () => GPTNeoXForCausalLM, GPTNeoXModel: () => GPTNeoXModel, GPTNeoXPreTrainedModel: () => GPTNeoXPreTrainedModel, GPTNeoXTokenizer: () => GPTNeoXTokenizer, Gemma2ForCausalLM: () => Gemma2ForCausalLM, Gemma2Model: () => Gemma2Model, Gemma2PreTrainedModel: () => Gemma2PreTrainedModel, Gemma3ForCausalLM: () => Gemma3ForCausalLM, Gemma3ForConditionalGeneration: () => Gemma3ForConditionalGeneration, Gemma3ImageProcessor: () => Gemma3ImageProcessor, Gemma3Model: () => Gemma3Model, Gemma3PreTrainedModel: () => Gemma3PreTrainedModel, Gemma3Processor: () => Gemma3Processor, Gemma3nAudioFeatureExtractor: () => Gemma3nAudioFeatureExtractor, Gemma3nForCausalLM: () => Gemma3nForCausalLM, Gemma3nForConditionalGeneration: () => Gemma3nForConditionalGeneration, Gemma3nPreTrainedModel: () => Gemma3nPreTrainedModel, Gemma3nProcessor: () => Gemma3nProcessor, Gemma4AudioFeatureExtractor: () => Gemma4AudioFeatureExtractor, Gemma4ForCausalLM: () => Gemma4ForCausalLM, Gemma4ForConditionalGeneration: () => Gemma4ForConditionalGeneration, Gemma4ImageProcessor: () => Gemma4ImageProcessor, Gemma4Processor: () => Gemma4Processor, GemmaForCausalLM: () => GemmaForCausalLM, GemmaModel: () => GemmaModel, GemmaPreTrainedModel: () => GemmaPreTrainedModel, GemmaTokenizer: () => GemmaTokenizer, Glm46VImageProcessor: () => Glm46VImageProcessor, Glm46VProcessor: () => Glm46VProcessor, GlmForCausalLM: () => GlmForCausalLM, GlmModel: () => GlmModel, GlmMoeDsaForCausalLM: () => GlmMoeDsaForCausalLM, GlmMoeDsaModel: () => GlmMoeDsaModel, GlmMoeDsaPreTrainedModel: () => GlmMoeDsaPreTrainedModel, GlmOcrForConditionalGeneration: () => GlmOcrForConditionalGeneration, GlmPreTrainedModel: () => GlmPreTrainedModel, GptOssForCausalLM: () => GptOssForCausalLM, GptOssModel: () => GptOssModel, GptOssPreTrainedModel: () => GptOssPreTrainedModel, GraniteForCausalLM: () => GraniteForCausalLM, GraniteModel: () => GraniteModel, GraniteMoeHybridForCausalLM: () => GraniteMoeHybridForCausalLM, GraniteMoeHybridModel: () => GraniteMoeHybridModel, GraniteMoeHybridPreTrainedModel: () => GraniteMoeHybridPreTrainedModel, GranitePreTrainedModel: () => GranitePreTrainedModel, GraniteSpeechFeatureExtractor: () => GraniteSpeechFeatureExtractor, GraniteSpeechForConditionalGeneration: () => GraniteSpeechForConditionalGeneration, GraniteSpeechProcessor: () => GraniteSpeechProcessor, GroundingDinoForObjectDetection: () => GroundingDinoForObjectDetection, GroundingDinoImageProcessor: () => GroundingDinoImageProcessor, GroundingDinoPreTrainedModel: () => GroundingDinoPreTrainedModel, GroundingDinoProcessor: () => GroundingDinoProcessor, GroupViTModel: () => GroupViTModel, GroupViTPreTrainedModel: () => GroupViTPreTrainedModel, HeliumForCausalLM: () => HeliumForCausalLM, HeliumModel: () => HeliumModel, HeliumPreTrainedModel: () => HeliumPreTrainedModel, HerbertTokenizer: () => HerbertTokenizer, HieraForImageClassification: () => HieraForImageClassification, HieraModel: () => HieraModel, HieraPreTrainedModel: () => HieraPreTrainedModel, HubertForCTC: () => HubertForCTC, HubertForSequenceClassification: () => HubertForSequenceClassification, HubertModel: () => HubertModel, HubertPreTrainedModel: () => HubertPreTrainedModel, HunYuanDenseV1ForCausalLM: () => HunYuanDenseV1ForCausalLM, HunYuanDenseV1Model: () => HunYuanDenseV1Model, HunYuanDenseV1PreTrainedModel: () => HunYuanDenseV1PreTrainedModel, IJepaForImageClassification: () => IJepaForImageClassification, IJepaModel: () => IJepaModel, IJepaPreTrainedModel: () => IJepaPreTrainedModel, Idefics3ForConditionalGeneration: () => Idefics3ForConditionalGeneration, Idefics3ImageProcessor: () => Idefics3ImageProcessor, Idefics3Processor: () => Idefics3Processor, ImageClassificationPipeline: () => ImageClassificationPipeline, ImageFeatureExtractionPipeline: () => ImageFeatureExtractionPipeline, ImageFeatureExtractor: () => ImageProcessor, ImageProcessor: () => ImageProcessor, ImageSegmentationPipeline: () => ImageSegmentationPipeline, ImageToImagePipeline: () => ImageToImagePipeline, ImageToTextPipeline: () => ImageToTextPipeline, InterruptableStoppingCriteria: () => InterruptableStoppingCriteria, JAISLMHeadModel: () => JAISLMHeadModel, JAISModel: () => JAISModel, JAISPreTrainedModel: () => JAISPreTrainedModel, JinaCLIPImageProcessor: () => JinaCLIPImageProcessor, JinaCLIPModel: () => JinaCLIPModel, JinaCLIPPreTrainedModel: () => JinaCLIPPreTrainedModel, JinaCLIPProcessor: () => JinaCLIPProcessor, JinaCLIPTextModel: () => JinaCLIPTextModel, JinaCLIPVisionModel: () => JinaCLIPVisionModel, Lfm2ForCausalLM: () => Lfm2ForCausalLM, Lfm2Model: () => Lfm2Model, Lfm2MoeForCausalLM: () => Lfm2MoeForCausalLM, Lfm2MoeModel: () => Lfm2MoeModel, Lfm2MoePreTrainedModel: () => Lfm2MoePreTrainedModel, Lfm2PreTrainedModel: () => Lfm2PreTrainedModel, Lfm2VlForConditionalGeneration: () => Lfm2VlForConditionalGeneration, Lfm2VlImageProcessor: () => Lfm2VlImageProcessor, Lfm2VlProcessor: () => Lfm2VlProcessor, LightOnOcrForConditionalGeneration: () => LightOnOcrForConditionalGeneration, LiteWhisperForConditionalGeneration: () => LiteWhisperForConditionalGeneration, Llama4ForCausalLM: () => Llama4ForCausalLM, Llama4PreTrainedModel: () => Llama4PreTrainedModel, LlamaForCausalLM: () => LlamaForCausalLM, LlamaModel: () => LlamaModel, LlamaPreTrainedModel: () => LlamaPreTrainedModel, LlamaTokenizer: () => LlamaTokenizer, LlavaForConditionalGeneration: () => LlavaForConditionalGeneration, LlavaOnevisionForConditionalGeneration: () => LlavaForConditionalGeneration, LlavaOnevisionImageProcessor: () => LlavaOnevisionImageProcessor, LlavaPreTrainedModel: () => LlavaPreTrainedModel, LlavaProcessor: () => LlavaProcessor, LlavaQwen2ForCausalLM: () => LlavaQwen2ForCausalLM, LogLevel: () => LogLevel, LogitsProcessor: () => LogitsProcessor, LogitsProcessorList: () => LogitsProcessorList, LogitsWarper: () => LogitsWarper, LongT5ForConditionalGeneration: () => LongT5ForConditionalGeneration, LongT5Model: () => LongT5Model, LongT5PreTrainedModel: () => LongT5PreTrainedModel, M2M100ForConditionalGeneration: () => M2M100ForConditionalGeneration, M2M100Model: () => M2M100Model, M2M100PreTrainedModel: () => M2M100PreTrainedModel, M2M100Tokenizer: () => M2M100Tokenizer, MBart50Tokenizer: () => MBart50Tokenizer, MBartForCausalLM: () => MBartForCausalLM, MBartForConditionalGeneration: () => MBartForConditionalGeneration, MBartForSequenceClassification: () => MBartForSequenceClassification, MBartModel: () => MBartModel, MBartPreTrainedModel: () => MBartPreTrainedModel, MBartTokenizer: () => MBartTokenizer, MPNetForMaskedLM: () => MPNetForMaskedLM, MPNetForQuestionAnswering: () => MPNetForQuestionAnswering, MPNetForSequenceClassification: () => MPNetForSequenceClassification, MPNetForTokenClassification: () => MPNetForTokenClassification, MPNetModel: () => MPNetModel, MPNetPreTrainedModel: () => MPNetPreTrainedModel, MPNetTokenizer: () => MPNetTokenizer, MT5ForConditionalGeneration: () => MT5ForConditionalGeneration, MT5Model: () => MT5Model, MT5PreTrainedModel: () => MT5PreTrainedModel, MarianMTModel: () => MarianMTModel, MarianModel: () => MarianModel, MarianPreTrainedModel: () => MarianPreTrainedModel, MarianTokenizer: () => MarianTokenizer, Mask2FormerImageProcessor: () => Mask2FormerImageProcessor, MaskFormerFeatureExtractor: () => MaskFormerFeatureExtractor, MaskFormerForInstanceSegmentation: () => MaskFormerForInstanceSegmentation, MaskFormerImageProcessor: () => MaskFormerImageProcessor, MaskFormerModel: () => MaskFormerModel, MaskFormerPreTrainedModel: () => MaskFormerPreTrainedModel, MaxLengthCriteria: () => MaxLengthCriteria, Metric3DForDepthEstimation: () => Metric3DForDepthEstimation, Metric3DPreTrainedModel: () => Metric3DPreTrainedModel, Metric3Dv2ForDepthEstimation: () => Metric3Dv2ForDepthEstimation, Metric3Dv2PreTrainedModel: () => Metric3Dv2PreTrainedModel, MgpstrForSceneTextRecognition: () => MgpstrForSceneTextRecognition, MgpstrModelOutput: () => MgpstrModelOutput, MgpstrPreTrainedModel: () => MgpstrPreTrainedModel, MgpstrProcessor: () => MgpstrProcessor, MgpstrTokenizer: () => MgpstrTokenizer, MimiDecoderModel: () => MimiDecoderModel, MimiDecoderOutput: () => MimiDecoderOutput, MimiEncoderModel: () => MimiEncoderModel, MimiEncoderOutput: () => MimiEncoderOutput, MimiModel: () => MimiModel, MimiPreTrainedModel: () => MimiPreTrainedModel, MinLengthLogitsProcessor: () => MinLengthLogitsProcessor, MinNewTokensLengthLogitsProcessor: () => MinNewTokensLengthLogitsProcessor, Mistral4ForCausalLM: () => Mistral4ForCausalLM, Mistral4Model: () => Mistral4Model, Mistral4PreTrainedModel: () => Mistral4PreTrainedModel, MistralForCausalLM: () => MistralForCausalLM, MistralModel: () => MistralModel, MistralPreTrainedModel: () => MistralPreTrainedModel, MobileBertForMaskedLM: () => MobileBertForMaskedLM, MobileBertForQuestionAnswering: () => MobileBertForQuestionAnswering, MobileBertForSequenceClassification: () => MobileBertForSequenceClassification, MobileBertModel: () => MobileBertModel, MobileBertPreTrainedModel: () => MobileBertPreTrainedModel, MobileBertTokenizer: () => MobileBertTokenizer, MobileLLMForCausalLM: () => MobileLLMForCausalLM, MobileLLMModel: () => MobileLLMModel, MobileLLMPreTrainedModel: () => MobileLLMPreTrainedModel, MobileNetV1FeatureExtractor: () => MobileNetV1FeatureExtractor, MobileNetV1ForImageClassification: () => MobileNetV1ForImageClassification, MobileNetV1ForSemanticSegmentation: () => MobileNetV1ForSemanticSegmentation, MobileNetV1ImageProcessor: () => MobileNetV1ImageProcessor, MobileNetV1Model: () => MobileNetV1Model, MobileNetV1PreTrainedModel: () => MobileNetV1PreTrainedModel, MobileNetV2FeatureExtractor: () => MobileNetV2FeatureExtractor, MobileNetV2ForImageClassification: () => MobileNetV2ForImageClassification, MobileNetV2ForSemanticSegmentation: () => MobileNetV2ForSemanticSegmentation, MobileNetV2ImageProcessor: () => MobileNetV2ImageProcessor, MobileNetV2Model: () => MobileNetV2Model, MobileNetV2PreTrainedModel: () => MobileNetV2PreTrainedModel, MobileNetV3FeatureExtractor: () => MobileNetV3FeatureExtractor, MobileNetV3ForImageClassification: () => MobileNetV3ForImageClassification, MobileNetV3ForSemanticSegmentation: () => MobileNetV3ForSemanticSegmentation, MobileNetV3ImageProcessor: () => MobileNetV3ImageProcessor, MobileNetV3Model: () => MobileNetV3Model, MobileNetV3PreTrainedModel: () => MobileNetV3PreTrainedModel, MobileNetV4FeatureExtractor: () => MobileNetV4FeatureExtractor, MobileNetV4ForImageClassification: () => MobileNetV4ForImageClassification, MobileNetV4ForSemanticSegmentation: () => MobileNetV4ForSemanticSegmentation, MobileNetV4ImageProcessor: () => MobileNetV4ImageProcessor, MobileNetV4Model: () => MobileNetV4Model, MobileNetV4PreTrainedModel: () => MobileNetV4PreTrainedModel, MobileViTFeatureExtractor: () => MobileViTFeatureExtractor, MobileViTForImageClassification: () => MobileViTForImageClassification, MobileViTImageProcessor: () => MobileViTImageProcessor, MobileViTModel: () => MobileViTModel, MobileViTPreTrainedModel: () => MobileViTPreTrainedModel, MobileViTV2ForImageClassification: () => MobileViTV2ForImageClassification, MobileViTV2Model: () => MobileViTV2Model, MobileViTV2PreTrainedModel: () => MobileViTV2PreTrainedModel, ModelRegistry: () => ModelRegistry, ModernBertDecoderForCausalLM: () => ModernBertDecoderForCausalLM, ModernBertDecoderModel: () => ModernBertDecoderModel, ModernBertDecoderPreTrainedModel: () => ModernBertDecoderPreTrainedModel, ModernBertForMaskedLM: () => ModernBertForMaskedLM, ModernBertForSequenceClassification: () => ModernBertForSequenceClassification, ModernBertForTokenClassification: () => ModernBertForTokenClassification, ModernBertModel: () => ModernBertModel, ModernBertPreTrainedModel: () => ModernBertPreTrainedModel, Moondream1ForConditionalGeneration: () => Moondream1ForConditionalGeneration, MoonshineFeatureExtractor: () => MoonshineFeatureExtractor, MoonshineForConditionalGeneration: () => MoonshineForConditionalGeneration, MoonshineModel: () => MoonshineModel, MoonshinePreTrainedModel: () => MoonshinePreTrainedModel, MoonshineProcessor: () => MoonshineProcessor, MptForCausalLM: () => MptForCausalLM, MptModel: () => MptModel, MptPreTrainedModel: () => MptPreTrainedModel, MultiModalityCausalLM: () => MultiModalityCausalLM, MultiModalityPreTrainedModel: () => MultiModalityPreTrainedModel, MusicgenForCausalLM: () => MusicgenForCausalLM, MusicgenForConditionalGeneration: () => MusicgenForConditionalGeneration, MusicgenModel: () => MusicgenModel, MusicgenPreTrainedModel: () => MusicgenPreTrainedModel, NanoChatForCausalLM: () => NanoChatForCausalLM, NanoChatModel: () => NanoChatModel, NanoChatPreTrainedModel: () => NanoChatPreTrainedModel, NemotronHForCausalLM: () => NemotronHForCausalLM, NemotronHModel: () => NemotronHModel, NemotronHPreTrainedModel: () => NemotronHPreTrainedModel, NeoBertForMaskedLM: () => NeoBertForMaskedLM, NeoBertForQuestionAnswering: () => NeoBertForQuestionAnswering, NeoBertForSequenceClassification: () => NeoBertForSequenceClassification, NeoBertForTokenClassification: () => NeoBertForTokenClassification, NeoBertModel: () => NeoBertModel, NeoBertPreTrainedModel: () => NeoBertPreTrainedModel, NllbTokenizer: () => NllbTokenizer, NoBadWordsLogitsProcessor: () => NoBadWordsLogitsProcessor, NoRepeatNGramLogitsProcessor: () => NoRepeatNGramLogitsProcessor, NomicBertModel: () => NomicBertModel, NomicBertPreTrainedModel: () => NomicBertPreTrainedModel, NougatImageProcessor: () => NougatImageProcessor, NougatTokenizer: () => NougatTokenizer, OPTForCausalLM: () => OPTForCausalLM, OPTModel: () => OPTModel, OPTPreTrainedModel: () => OPTPreTrainedModel, ObjectDetectionPipeline: () => ObjectDetectionPipeline, Olmo2ForCausalLM: () => Olmo2ForCausalLM, Olmo2Model: () => Olmo2Model, Olmo2PreTrainedModel: () => Olmo2PreTrainedModel, Olmo3ForCausalLM: () => Olmo3ForCausalLM, Olmo3Model: () => Olmo3Model, Olmo3PreTrainedModel: () => Olmo3PreTrainedModel, OlmoForCausalLM: () => OlmoForCausalLM, OlmoHybridForCausalLM: () => OlmoHybridForCausalLM, OlmoHybridModel: () => OlmoHybridModel, OlmoHybridPreTrainedModel: () => OlmoHybridPreTrainedModel, OlmoModel: () => OlmoModel, OlmoPreTrainedModel: () => OlmoPreTrainedModel, OpenAIPrivacyFilterForTokenClassification: () => OpenAIPrivacyFilterForTokenClassification, OpenAIPrivacyFilterModel: () => OpenAIPrivacyFilterModel, OpenAIPrivacyFilterPreTrainedModel: () => OpenAIPrivacyFilterPreTrainedModel, OpenELMForCausalLM: () => OpenELMForCausalLM, OpenELMModel: () => OpenELMModel, OpenELMPreTrainedModel: () => OpenELMPreTrainedModel, OwlViTFeatureExtractor: () => OwlViTFeatureExtractor, OwlViTForObjectDetection: () => OwlViTForObjectDetection, OwlViTImageProcessor: () => OwlViTImageProcessor, OwlViTModel: () => OwlViTModel, OwlViTPreTrainedModel: () => OwlViTPreTrainedModel, OwlViTProcessor: () => OwlViTProcessor, Owlv2ForObjectDetection: () => Owlv2ForObjectDetection, Owlv2ImageProcessor: () => Owlv2ImageProcessor, Owlv2Model: () => Owlv2Model, Owlv2PreTrainedModel: () => Owlv2PreTrainedModel, PaliGemmaForConditionalGeneration: () => PaliGemmaForConditionalGeneration, PaliGemmaProcessor: () => PaliGemmaProcessor, ParakeetFeatureExtractor: () => ParakeetFeatureExtractor, ParakeetForCTC: () => ParakeetForCTC, ParakeetPreTrainedModel: () => ParakeetPreTrainedModel, PatchTSMixerForPrediction: () => PatchTSMixerForPrediction, PatchTSMixerModel: () => PatchTSMixerModel, PatchTSMixerPreTrainedModel: () => PatchTSMixerPreTrainedModel, PatchTSTForPrediction: () => PatchTSTForPrediction, PatchTSTModel: () => PatchTSTModel, PatchTSTPreTrainedModel: () => PatchTSTPreTrainedModel, Phi3ForCausalLM: () => Phi3ForCausalLM, Phi3Model: () => Phi3Model, Phi3PreTrainedModel: () => Phi3PreTrainedModel, Phi3VForCausalLM: () => Phi3VForCausalLM, Phi3VImageProcessor: () => Phi3VImageProcessor, Phi3VPreTrainedModel: () => Phi3VPreTrainedModel, Phi3VProcessor: () => Phi3VProcessor, PhiForCausalLM: () => PhiForCausalLM, PhiModel: () => PhiModel, PhiPreTrainedModel: () => PhiPreTrainedModel, PixtralImageProcessor: () => PixtralImageProcessor, PixtralProcessor: () => PixtralProcessor, PreTrainedModel: () => PreTrainedModel, PreTrainedTokenizer: () => PreTrainedTokenizer, PretrainedConfig: () => PretrainedConfig, Processor: () => Processor, PvtForImageClassification: () => PvtForImageClassification, PvtImageProcessor: () => PvtImageProcessor, PvtModel: () => PvtModel, PvtPreTrainedModel: () => PvtPreTrainedModel, PyAnnoteFeatureExtractor: () => PyAnnoteFeatureExtractor, PyAnnoteForAudioFrameClassification: () => PyAnnoteForAudioFrameClassification, PyAnnoteModel: () => PyAnnoteModel, PyAnnotePreTrainedModel: () => PyAnnotePreTrainedModel, PyAnnoteProcessor: () => PyAnnoteProcessor, QuestionAnsweringPipeline: () => QuestionAnsweringPipeline, Qwen2ForCausalLM: () => Qwen2ForCausalLM, Qwen2Model: () => Qwen2Model, Qwen2MoeForCausalLM: () => Qwen2MoeForCausalLM, Qwen2MoeModel: () => Qwen2MoeModel, Qwen2MoePreTrainedModel: () => Qwen2MoePreTrainedModel, Qwen2PreTrainedModel: () => Qwen2PreTrainedModel, Qwen2Tokenizer: () => Qwen2Tokenizer, Qwen2VLForCausalLM: () => Qwen2VLForCausalLM, Qwen2VLForConditionalGeneration: () => Qwen2VLForConditionalGeneration, Qwen2VLImageProcessor: () => Qwen2VLImageProcessor, Qwen2VLPreTrainedModel: () => Qwen2VLPreTrainedModel, Qwen2VLProcessor: () => Qwen2VLProcessor, Qwen2_5_VLForCausalLM: () => Qwen2_5_VLForCausalLM, Qwen2_5_VLForConditionalGeneration: () => Qwen2_5_VLForConditionalGeneration, Qwen2_5_VLProcessor: () => Qwen2_5_VLProcessor, Qwen3ForCausalLM: () => Qwen3ForCausalLM, Qwen3Model: () => Qwen3Model, Qwen3MoeForCausalLM: () => Qwen3MoeForCausalLM, Qwen3MoeModel: () => Qwen3MoeModel, Qwen3MoePreTrainedModel: () => Qwen3MoePreTrainedModel, Qwen3NextForCausalLM: () => Qwen3NextForCausalLM, Qwen3NextModel: () => Qwen3NextModel, Qwen3NextPreTrainedModel: () => Qwen3NextPreTrainedModel, Qwen3PreTrainedModel: () => Qwen3PreTrainedModel, Qwen3VLForCausalLM: () => Qwen3VLForCausalLM, Qwen3VLForConditionalGeneration: () => Qwen3VLForConditionalGeneration, Qwen3VLMoeForCausalLM: () => Qwen3VLMoeForCausalLM, Qwen3VLMoeForConditionalGeneration: () => Qwen3VLMoeForConditionalGeneration, Qwen3VLProcessor: () => Qwen3VLProcessor, Qwen3_5ForCausalLM: () => Qwen3_5ForCausalLM, Qwen3_5ForConditionalGeneration: () => Qwen3_5ForConditionalGeneration, Qwen3_5MoeForCausalLM: () => Qwen3_5MoeForCausalLM, Qwen3_5MoeForConditionalGeneration: () => Qwen3_5MoeForConditionalGeneration, RFDetrForObjectDetection: () => RFDetrForObjectDetection, RFDetrModel: () => RFDetrModel, RFDetrObjectDetectionOutput: () => RFDetrObjectDetectionOutput, RFDetrPreTrainedModel: () => RFDetrPreTrainedModel, RTDetrForObjectDetection: () => RTDetrForObjectDetection, RTDetrImageProcessor: () => RTDetrImageProcessor, RTDetrModel: () => RTDetrModel, RTDetrObjectDetectionOutput: () => RTDetrObjectDetectionOutput, RTDetrPreTrainedModel: () => RTDetrPreTrainedModel, RTDetrV2ForObjectDetection: () => RTDetrV2ForObjectDetection, RTDetrV2Model: () => RTDetrV2Model, RTDetrV2ObjectDetectionOutput: () => RTDetrV2ObjectDetectionOutput, RTDetrV2PreTrainedModel: () => RTDetrV2PreTrainedModel, RawAudio: () => RawAudio, RawImage: () => RawImage, RawVideo: () => RawVideo, RawVideoFrame: () => RawVideoFrame, RepetitionPenaltyLogitsProcessor: () => RepetitionPenaltyLogitsProcessor, ResNetForImageClassification: () => ResNetForImageClassification, ResNetModel: () => ResNetModel, ResNetPreTrainedModel: () => ResNetPreTrainedModel, RoFormerForMaskedLM: () => RoFormerForMaskedLM, RoFormerForQuestionAnswering: () => RoFormerForQuestionAnswering, RoFormerForSequenceClassification: () => RoFormerForSequenceClassification, RoFormerForTokenClassification: () => RoFormerForTokenClassification, RoFormerModel: () => RoFormerModel, RoFormerPreTrainedModel: () => RoFormerPreTrainedModel, RoFormerTokenizer: () => RoFormerTokenizer, RobertaForMaskedLM: () => RobertaForMaskedLM, RobertaForQuestionAnswering: () => RobertaForQuestionAnswering, RobertaForSequenceClassification: () => RobertaForSequenceClassification, RobertaForTokenClassification: () => RobertaForTokenClassification, RobertaModel: () => RobertaModel, RobertaPreTrainedModel: () => RobertaPreTrainedModel, RobertaTokenizer: () => RobertaTokenizer, Sam2ImageProcessor: () => SamImageProcessor, Sam2ImageSegmentationOutput: () => Sam2ImageSegmentationOutput, Sam2Model: () => Sam2Model, Sam2PreTrainedModel: () => Sam2PreTrainedModel, Sam2Processor: () => Sam2Processor, Sam2VideoProcessor: () => Sam2VideoProcessor, Sam3ImageProcessor: () => SamImageProcessor, Sam3TrackerModel: () => Sam3TrackerModel, SamImageProcessor: () => SamImageProcessor, SamImageSegmentationOutput: () => SamImageSegmentationOutput, SamModel: () => SamModel, SamPreTrainedModel: () => SamPreTrainedModel, SamProcessor: () => SamProcessor, SapiensFeatureExtractor: () => SapiensFeatureExtractor, SapiensForDepthEstimation: () => SapiensForDepthEstimation, SapiensForNormalEstimation: () => SapiensForNormalEstimation, SapiensForSemanticSegmentation: () => SapiensForSemanticSegmentation, SapiensImageProcessor: () => SapiensImageProcessor, SapiensPreTrainedModel: () => SapiensPreTrainedModel, SeamlessM4TFeatureExtractor: () => SeamlessM4TFeatureExtractor, SegformerFeatureExtractor: () => SegformerFeatureExtractor, SegformerForImageClassification: () => SegformerForImageClassification, SegformerForSemanticSegmentation: () => SegformerForSemanticSegmentation, SegformerImageProcessor: () => SegformerImageProcessor, SegformerModel: () => SegformerModel, SegformerPreTrainedModel: () => SegformerPreTrainedModel, SiglipImageProcessor: () => SiglipImageProcessor, SiglipModel: () => SiglipModel, SiglipPreTrainedModel: () => SiglipPreTrainedModel, SiglipTextModel: () => SiglipTextModel, SiglipTokenizer: () => SiglipTokenizer, SiglipVisionModel: () => SiglipVisionModel, SmolLM3ForCausalLM: () => SmolLM3ForCausalLM, SmolLM3Model: () => SmolLM3Model, SmolLM3PreTrainedModel: () => SmolLM3PreTrainedModel, SmolVLMForConditionalGeneration: () => SmolVLMForConditionalGeneration, SmolVLMImageProcessor: () => Idefics3ImageProcessor, SmolVLMProcessor: () => Idefics3Processor, SnacDecoderModel: () => SnacDecoderModel, SnacEncoderModel: () => SnacEncoderModel, SnacFeatureExtractor: () => SnacFeatureExtractor, SnacModel: () => SnacModel, SnacPreTrainedModel: () => SnacPreTrainedModel, SolarOpenForCausalLM: () => SolarOpenForCausalLM, SolarOpenModel: () => SolarOpenModel, SolarOpenPreTrainedModel: () => SolarOpenPreTrainedModel, SpeechT5FeatureExtractor: () => SpeechT5FeatureExtractor, SpeechT5ForSpeechToText: () => SpeechT5ForSpeechToText, SpeechT5ForTextToSpeech: () => SpeechT5ForTextToSpeech, SpeechT5HifiGan: () => SpeechT5HifiGan, SpeechT5Model: () => SpeechT5Model, SpeechT5PreTrainedModel: () => SpeechT5PreTrainedModel, SpeechT5Processor: () => SpeechT5Processor, SpeechT5Tokenizer: () => SpeechT5Tokenizer, SqueezeBertForMaskedLM: () => SqueezeBertForMaskedLM, SqueezeBertForQuestionAnswering: () => SqueezeBertForQuestionAnswering, SqueezeBertForSequenceClassification: () => SqueezeBertForSequenceClassification, SqueezeBertModel: () => SqueezeBertModel, SqueezeBertPreTrainedModel: () => SqueezeBertPreTrainedModel, SqueezeBertTokenizer: () => SqueezeBertTokenizer, StableLmForCausalLM: () => StableLmForCausalLM, StableLmModel: () => StableLmModel, StableLmPreTrainedModel: () => StableLmPreTrainedModel, Starcoder2ForCausalLM: () => Starcoder2ForCausalLM, Starcoder2Model: () => Starcoder2Model, Starcoder2PreTrainedModel: () => Starcoder2PreTrainedModel, StoppingCriteria: () => StoppingCriteria, StoppingCriteriaList: () => StoppingCriteriaList, StyleTextToSpeech2Model: () => StyleTextToSpeech2Model, StyleTextToSpeech2PreTrainedModel: () => StyleTextToSpeech2PreTrainedModel, SummarizationPipeline: () => SummarizationPipeline, SupertonicForConditionalGeneration: () => SupertonicForConditionalGeneration, SupertonicPreTrainedModel: () => SupertonicPreTrainedModel, SuppressTokensAtBeginLogitsProcessor: () => SuppressTokensAtBeginLogitsProcessor, SuppressTokensLogitsProcessor: () => SuppressTokensLogitsProcessor, Swin2SRForImageSuperResolution: () => Swin2SRForImageSuperResolution, Swin2SRImageProcessor: () => Swin2SRImageProcessor, Swin2SRModel: () => Swin2SRModel, Swin2SRPreTrainedModel: () => Swin2SRPreTrainedModel, SwinForImageClassification: () => SwinForImageClassification, SwinForSemanticSegmentation: () => SwinForSemanticSegmentation, SwinModel: () => SwinModel, SwinPreTrainedModel: () => SwinPreTrainedModel, T5ForConditionalGeneration: () => T5ForConditionalGeneration, T5Model: () => T5Model, T5PreTrainedModel: () => T5PreTrainedModel, T5Tokenizer: () => T5Tokenizer, TableTransformerForObjectDetection: () => TableTransformerForObjectDetection, TableTransformerModel: () => TableTransformerModel, TableTransformerObjectDetectionOutput: () => TableTransformerObjectDetectionOutput, TableTransformerPreTrainedModel: () => TableTransformerPreTrainedModel, TemperatureLogitsWarper: () => TemperatureLogitsWarper, Tensor: () => Tensor2, Text2TextGenerationPipeline: () => Text2TextGenerationPipeline, TextClassificationPipeline: () => TextClassificationPipeline, TextGenerationPipeline: () => TextGenerationPipeline, TextStreamer: () => TextStreamer, TextToAudioPipeline: () => TextToAudioPipeline, TokenClassificationPipeline: () => TokenClassificationPipeline, TokenizersBackend: () => PreTrainedTokenizer, TopKLogitsWarper: () => TopKLogitsWarper, TopPLogitsWarper: () => TopPLogitsWarper, TrOCRForCausalLM: () => TrOCRForCausalLM, TrOCRPreTrainedModel: () => TrOCRPreTrainedModel, TranslationPipeline: () => TranslationPipeline, UltravoxModel: () => UltravoxModel, UltravoxPreTrainedModel: () => UltravoxPreTrainedModel, UltravoxProcessor: () => UltravoxProcessor, UniSpeechForCTC: () => UniSpeechForCTC, UniSpeechForSequenceClassification: () => UniSpeechForSequenceClassification, UniSpeechModel: () => UniSpeechModel, UniSpeechPreTrainedModel: () => UniSpeechPreTrainedModel, UniSpeechSatForAudioFrameClassification: () => UniSpeechSatForAudioFrameClassification, UniSpeechSatForCTC: () => UniSpeechSatForCTC, UniSpeechSatForSequenceClassification: () => UniSpeechSatForSequenceClassification, UniSpeechSatModel: () => UniSpeechSatModel, UniSpeechSatPreTrainedModel: () => UniSpeechSatPreTrainedModel, VLChatProcessor: () => VLChatProcessor, VLMImageProcessor: () => VLMImageProcessor, VaultGemmaForCausalLM: () => VaultGemmaForCausalLM, VaultGemmaModel: () => VaultGemmaModel, VaultGemmaPreTrainedModel: () => VaultGemmaPreTrainedModel, ViTFeatureExtractor: () => ViTFeatureExtractor, ViTForImageClassification: () => ViTForImageClassification, ViTImageProcessor: () => ViTImageProcessor, ViTMAEModel: () => ViTMAEModel, ViTMAEPreTrainedModel: () => ViTMAEPreTrainedModel, ViTMSNForImageClassification: () => ViTMSNForImageClassification, ViTMSNModel: () => ViTMSNModel, ViTMSNPreTrainedModel: () => ViTMSNPreTrainedModel, ViTModel: () => ViTModel, ViTPreTrainedModel: () => ViTPreTrainedModel, VisionEncoderDecoderModel: () => VisionEncoderDecoderModel, VitMatteForImageMatting: () => VitMatteForImageMatting, VitMatteImageProcessor: () => VitMatteImageProcessor, VitMattePreTrainedModel: () => VitMattePreTrainedModel, VitPoseForPoseEstimation: () => VitPoseForPoseEstimation, VitPoseImageProcessor: () => VitPoseImageProcessor, VitPosePreTrainedModel: () => VitPosePreTrainedModel, VitsModel: () => VitsModel, VitsModelOutput: () => VitsModelOutput, VitsPreTrainedModel: () => VitsPreTrainedModel, VitsTokenizer: () => VitsTokenizer, VoxtralForConditionalGeneration: () => VoxtralForConditionalGeneration, VoxtralProcessor: () => VoxtralProcessor, VoxtralRealtimeFeatureExtractor: () => VoxtralRealtimeFeatureExtractor, VoxtralRealtimeForConditionalGeneration: () => VoxtralRealtimeForConditionalGeneration, VoxtralRealtimePreTrainedModel: () => VoxtralRealtimePreTrainedModel, VoxtralRealtimeProcessor: () => VoxtralRealtimeProcessor, Wav2Vec2BertForCTC: () => Wav2Vec2BertForCTC, Wav2Vec2BertForSequenceClassification: () => Wav2Vec2BertForSequenceClassification, Wav2Vec2BertModel: () => Wav2Vec2BertModel, Wav2Vec2BertPreTrainedModel: () => Wav2Vec2BertPreTrainedModel, Wav2Vec2CTCTokenizer: () => Wav2Vec2CTCTokenizer, Wav2Vec2FeatureExtractor: () => Wav2Vec2FeatureExtractor, Wav2Vec2ForAudioFrameClassification: () => Wav2Vec2ForAudioFrameClassification, Wav2Vec2ForCTC: () => Wav2Vec2ForCTC, Wav2Vec2ForSequenceClassification: () => Wav2Vec2ForSequenceClassification, Wav2Vec2Model: () => Wav2Vec2Model, Wav2Vec2PreTrainedModel: () => Wav2Vec2PreTrainedModel, Wav2Vec2Processor: () => Wav2Vec2Processor, Wav2Vec2ProcessorWithLM: () => Wav2Vec2ProcessorWithLM, WavLMForAudioFrameClassification: () => WavLMForAudioFrameClassification, WavLMForCTC: () => WavLMForCTC, WavLMForSequenceClassification: () => WavLMForSequenceClassification, WavLMForXVector: () => WavLMForXVector, WavLMModel: () => WavLMModel, WavLMPreTrainedModel: () => WavLMPreTrainedModel, WeSpeakerFeatureExtractor: () => WeSpeakerFeatureExtractor, WeSpeakerResNetModel: () => WeSpeakerResNetModel, WeSpeakerResNetPreTrainedModel: () => WeSpeakerResNetPreTrainedModel, WhisperFeatureExtractor: () => WhisperFeatureExtractor, WhisperForConditionalGeneration: () => WhisperForConditionalGeneration, WhisperModel: () => WhisperModel, WhisperPreTrainedModel: () => WhisperPreTrainedModel, WhisperProcessor: () => WhisperProcessor, WhisperTextStreamer: () => WhisperTextStreamer, WhisperTimeStampLogitsProcessor: () => WhisperTimeStampLogitsProcessor, WhisperTokenizer: () => WhisperTokenizer, XLMForQuestionAnswering: () => XLMForQuestionAnswering, XLMForSequenceClassification: () => XLMForSequenceClassification, XLMForTokenClassification: () => XLMForTokenClassification, XLMModel: () => XLMModel, XLMPreTrainedModel: () => XLMPreTrainedModel, XLMRobertaForMaskedLM: () => XLMRobertaForMaskedLM, XLMRobertaForQuestionAnswering: () => XLMRobertaForQuestionAnswering, XLMRobertaForSequenceClassification: () => XLMRobertaForSequenceClassification, XLMRobertaForTokenClassification: () => XLMRobertaForTokenClassification, XLMRobertaModel: () => XLMRobertaModel, XLMRobertaPreTrainedModel: () => XLMRobertaPreTrainedModel, XLMRobertaTokenizer: () => XLMRobertaTokenizer, XLMTokenizer: () => XLMTokenizer, XLMWithLMHeadModel: () => XLMWithLMHeadModel, XVectorOutput: () => XVectorOutput, YolosFeatureExtractor: () => YolosFeatureExtractor, YolosForObjectDetection: () => YolosForObjectDetection, YolosImageProcessor: () => YolosImageProcessor, YolosModel: () => YolosModel, YolosObjectDetectionOutput: () => YolosObjectDetectionOutput, YolosPreTrainedModel: () => YolosPreTrainedModel, YoutuForCausalLM: () => YoutuForCausalLM, YoutuModel: () => YoutuModel, YoutuPreTrainedModel: () => YoutuPreTrainedModel, ZeroShotAudioClassificationPipeline: () => ZeroShotAudioClassificationPipeline, ZeroShotClassificationPipeline: () => ZeroShotClassificationPipeline, ZeroShotImageClassificationPipeline: () => ZeroShotImageClassificationPipeline, ZeroShotObjectDetectionPipeline: () => ZeroShotObjectDetectionPipeline, cat: ()