huggingface/transformers

Public Wiki156,388View on GitHub

Agent API

Want huggingface/transformers knowledge in your AI?

Learn more

Services

Module Tree

Application11125

Core Framework2413

__init__.py

activations.py

audio_utils.py

backbone_utils.py

cache_utils.py

configuration_utils.py

conversion_mapping.py

convert_slow_tokenizer.py

convert_slow_tokenizers_checkpoints_to_fast.py

core_model_loading.py

debug_utils.py

dependency_versions_check.py

dependency_versions_table.py

dynamic_module_utils.py

feature_extraction_sequence_utils.py

feature_extraction_utils.py

file_utils.py

hf_argparser.py

hyperparameter_search.py

image_processing_base.py

image_processing_utils.py

image_processing_utils_fast.py

image_transforms.py

image_utils.py

initialization.py

masking_utils.py

model_debugging_utils.py

modelcard.py

modeling_attn_mask_utils.py

modeling_flash_attention_utils.py

modeling_gguf_pytorch_utils.py

modeling_layers.py

modeling_outputs.py

modeling_rope_utils.py

modeling_utils.py

optimization.py

processing_utils.py

pytorch_utils.py

safetensors_conversion.py

testing_utils.py

time_series_utils.py

tokenization_mistral_common.py

tokenization_python.py

tokenization_utils_base.py

tokenization_utils_sentencepiece.py

tokenization_utils_tokenizers.py

trainer.py

trainer_callback.py

trainer_jit_checkpoint.py

trainer_optimizer.py

trainer_pt_utils.py

trainer_seq2seq.py

trainer_utils.py

training_args.py

training_args_seq2seq.py

video_processing_utils.py

video_utils.py

__init__.py

add_fast_image_processor.py

add_new_model_like.py

chat.py

download.py

serve.py

system.py

transformers.py

__init__.py

data_collator.py

__init__.py

configuration_utils.py

__init__.py

candidate_generator.py

configuration_utils.py

logits_process.py

stopping_criteria.py

streamers.py

utils.py

watermarking.py

__init__.py

accelerate.py

aqlm.py

awq.py

bitnet.py

bitsandbytes.py

deepspeed.py

eager_paged.py

eetq.py

executorch.py

fbgemm_fp8.py

finegrained_fp8.py

flash_attention.py

flash_paged.py

flex_attention.py

fp_quant.py

fsdp.py

ggml.py

higgs.py

hqq.py

hub_kernels.py

integration_utils.py

liger.py

mistral.py

moe.py

mxfp4.py

neftune.py

npu_flash_attention.py

peft.py

quanto.py

quark.py

sdpa_attention.py

sdpa_paged.py

spqr.py

tensor_parallel.py

tiktoken.py

torchao.py

tpu.py

vptq.py

__init__.py

loss_d_fine.py

loss_deformable_detr.py

loss_for_object_detection.py

loss_grounding_dino.py

loss_lw_detr.py

loss_rt_detr.py

loss_utils.py

__init__.py

any_to_any.py

audio_classification.py

audio_utils.py

automatic_speech_recognition.py

base.py

depth_estimation.py

document_question_answering.py

feature_extraction.py

fill_mask.py

image_classification.py

image_feature_extraction.py

image_segmentation.py

image_text_to_text.py

image_to_image.py

keypoint_matching.py

mask_generation.py

object_detection.py

pt_utils.py

question_answering.py

table_question_answering.py

text_classification.py

text_generation.py

text_to_audio.py

token_classification.py

video_classification.py

visual_question_answering.py

zero_shot_audio_classification.py

zero_shot_classification.py

zero_shot_image_classification.py

zero_shot_object_detection.py

__init__.py

auto.py

base.py

quantizer_aqlm.py

quantizer_auto_round.py

quantizer_awq.py

quantizer_bitnet.py

quantizer_bnb_4bit.py

quantizer_bnb_8bit.py

quantizer_compressed_tensors.py

quantizer_eetq.py

quantizer_fbgemm_fp8.py

quantizer_finegrained_fp8.py

quantizer_fp_quant.py

quantizer_gptq.py

quantizer_higgs.py

quantizer_hqq.py

quantizer_mxfp4.py

quantizer_quanto.py

quantizer_quark.py

quantizer_spqr.py

quantizer_torchao.py

quantizer_vptq.py

quantizers_utils.py

__init__.py

attention_visualizer.py

auto_docstring.py

backbone_utils.py

chat_parsing_utils.py

chat_template_utils.py

constants.py

deprecation.py

doc.py

dummy_detectron2_objects.py

dummy_essentia_and_librosa_and_pretty_midi_and_scipy_and_torch_objects.py

dummy_mistral_common_objects.py

dummy_music_objects.py

dummy_pt_objects.py

dummy_sentencepiece_and_tokenizers_objects.py

dummy_speech_objects.py

dummy_timm_and_torchvision_objects.py

dummy_tokenizers_objects.py

dummy_torchaudio_objects.py

dummy_torchvision_objects.py

dummy_vision_objects.py

generic.py

hp_naming.py

hub.py

import_utils.py

kernel_config.py

loading_report.py

logging.py

metrics.py

notebook.py

output_capturing.py

peft_utils.py

pytest_helpers.py

quantization_config.py

sentencepiece_model_pb2.py

sentencepiece_model_pb2_new.py

type_validators.py

versions.py

__init__.py

glue.py

squad.py

__init__.py

squad_metrics.py

__init__.py

glue.py

squad.py

utils.py

xnli.py

__init__.py

cache.py

cache_manager.py

continuous_api.py

input_ouputs.py

requests.py

scheduler.py

__init__.py

configuration_afmoe.py

modeling_afmoe.py

modular_afmoe.py

__init__.py

configuration_aimv2.py

convert_aimv2_original_pytorch_to_hf.py

modeling_aimv2.py

modular_aimv2.py

__init__.py

configuration_albert.py

convert_albert_original_tf_checkpoint_to_pytorch.py

modeling_albert.py

tokenization_albert.py

__init__.py

configuration_align.py

convert_align_tf_to_hf.py

modeling_align.py

processing_align.py

__init__.py

configuration_altclip.py

modeling_altclip.py

processing_altclip.py

__init__.py

configuration_apertus.py

modeling_apertus.py

modular_apertus.py

__init__.py

configuration_arcee.py

modeling_arcee.py

modular_arcee.py

__init__.py

configuration_aria.py

convert_aria_weights_to_hf.py

image_processing_aria.py

modeling_aria.py

modular_aria.py

processing_aria.py

__init__.py

configuration_audio_spectrogram_transformer.py

convert_audio_spectrogram_transformer_original_to_pytorch.py

feature_extraction_audio_spectrogram_transformer.py

modeling_audio_spectrogram_transformer.py

__init__.py

configuration_audioflamingo3.py

convert_audioflamingo3_to_hf.py

modeling_audioflamingo3.py

modular_audioflamingo3.py

processing_audioflamingo3.py

__init__.py

auto_factory.py

configuration_auto.py

feature_extraction_auto.py

image_processing_auto.py

modeling_auto.py

processing_auto.py

tokenization_auto.py

video_processing_auto.py

__init__.py

configuration_autoformer.py

modeling_autoformer.py

__init__.py

configuration_aya_vision.py

modeling_aya_vision.py

modular_aya_vision.py

processing_aya_vision.py

__init__.py

configuration_bamba.py

convert_mamba_ssm_checkpoint.py

modeling_bamba.py

modular_bamba.py

__init__.py

configuration_bark.py

convert_suno_to_hf.py

generation_configuration_bark.py

modeling_bark.py

processing_bark.py

__init__.py

configuration_bart.py

convert_bart_original_pytorch_checkpoint_to_pytorch.py

modeling_bart.py

tokenization_bart.py

__init__.py

tokenization_barthez.py

__init__.py

configuration_beit.py

convert_beit_unilm_to_pytorch.py

image_processing_beit.py

image_processing_beit_fast.py

modeling_beit.py

__init__.py

tokenization_bartpho.py

__init__.py

configuration_bert.py

convert_bert_original_tf2_checkpoint_to_pytorch.py

convert_bert_original_tf_checkpoint_to_pytorch.py

convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py

modeling_bert.py

tokenization_bert.py

tokenization_bert_legacy.py

__init__.py

configuration_bert_generation.py

modeling_bert_generation.py

tokenization_bert_generation.py

__init__.py

tokenization_bert_japanese.py

__init__.py

tokenization_bertweet.py

__init__.py

configuration_big_bird.py

convert_bigbird_original_tf_checkpoint_to_pytorch.py

modeling_big_bird.py

tokenization_big_bird.py

__init__.py

configuration_bigbird_pegasus.py

convert_bigbird_pegasus_tf_to_pytorch.py

modeling_bigbird_pegasus.py

__init__.py

configuration_biogpt.py

convert_biogpt_original_pytorch_checkpoint_to_pytorch.py

modeling_biogpt.py

modular_biogpt.py

tokenization_biogpt.py

__init__.py

configuration_bit.py

convert_bit_to_pytorch.py

image_processing_bit.py

image_processing_bit_fast.py

modeling_bit.py

__init__.py

configuration_bitnet.py

modeling_bitnet.py

modular_bitnet.py

__init__.py

configuration_blenderbot.py

convert_blenderbot_original_pytorch_checkpoint_to_pytorch.py

modeling_blenderbot.py

tokenization_blenderbot.py

__init__.py

configuration_blenderbot_small.py

modeling_blenderbot_small.py

tokenization_blenderbot_small.py

__init__.py

configuration_blip.py

convert_blip_original_pytorch_to_hf.py

image_processing_blip.py

image_processing_blip_fast.py

modeling_blip.py

modeling_blip_text.py

processing_blip.py

__init__.py

configuration_blip_2.py

convert_blip_2_original_to_pytorch.py

modeling_blip_2.py

processing_blip_2.py

__init__.py

configuration_bloom.py

convert_bloom_original_checkpoint_to_pytorch.py

modeling_bloom.py

__init__.py

configuration_blt.py

convert_blt_weights_to_hf.py

modeling_blt.py

modular_blt.py

__init__.py

configuration_bridgetower.py

image_processing_bridgetower.py

image_processing_bridgetower_fast.py

modeling_bridgetower.py

processing_bridgetower.py

__init__.py

configuration_bros.py

convert_bros_to_pytorch.py

modeling_bros.py

processing_bros.py

__init__.py

convert_byt5_original_tf_checkpoint_to_pytorch.py

tokenization_byt5.py

__init__.py

configuration_camembert.py

modeling_camembert.py

modular_camembert.py

tokenization_camembert.py

__init__.py

configuration_canine.py

convert_canine_original_tf_checkpoint_to_pytorch.py

modeling_canine.py

tokenization_canine.py

__init__.py

configuration_chameleon.py

convert_chameleon_weights_to_hf.py

image_processing_chameleon.py

image_processing_chameleon_fast.py

modeling_chameleon.py

processing_chameleon.py

__init__.py

configuration_chinese_clip.py

convert_chinese_clip_original_pytorch_to_hf.py

image_processing_chinese_clip.py

image_processing_chinese_clip_fast.py

modeling_chinese_clip.py

processing_chinese_clip.py

__init__.py

configuration_clap.py

convert_clap_original_pytorch_to_hf.py

feature_extraction_clap.py

modeling_clap.py

processing_clap.py

__init__.py

configuration_clip.py

convert_clip_original_pytorch_to_hf.py

image_processing_clip.py

image_processing_clip_fast.py

modeling_clip.py

processing_clip.py

tokenization_clip.py

__init__.py

configuration_clipseg.py

convert_clipseg_original_pytorch_to_hf.py

modeling_clipseg.py

processing_clipseg.py

__init__.py

configuration_clvp.py

convert_clvp_to_hf.py

feature_extraction_clvp.py

modeling_clvp.py

number_normalizer.py

processing_clvp.py

tokenization_clvp.py

__init__.py

tokenization_code_llama.py

__init__.py

configuration_codegen.py

modeling_codegen.py

tokenization_codegen.py

__init__.py

configuration_cohere.py

modeling_cohere.py

modular_cohere.py

tokenization_cohere.py

__init__.py

configuration_cohere2.py

modeling_cohere2.py

modular_cohere2.py

__init__.py

configuration_cohere2_vision.py

image_processing_cohere2_vision_fast.py

modeling_cohere2_vision.py

modular_cohere2_vision.py

processing_cohere2_vision.py

__init__.py

configuration_colpali.py

convert_colpali_weights_to_hf.py

modeling_colpali.py

modular_colpali.py

processing_colpali.py

__init__.py

configuration_colqwen2.py

convert_colqwen2_weights_to_hf.py

modeling_colqwen2.py

modular_colqwen2.py

processing_colqwen2.py

__init__.py

configuration_conditional_detr.py

convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.py

image_processing_conditional_detr.py

image_processing_conditional_detr_fast.py

modeling_conditional_detr.py

modular_conditional_detr.py

__init__.py

configuration_convbert.py

convert_convbert_original_tf1_checkpoint_to_pytorch.py

modeling_convbert.py

tokenization_convbert.py

__init__.py

configuration_convnext.py

convert_convnext_to_pytorch.py

image_processing_convnext.py

image_processing_convnext_fast.py

modeling_convnext.py

__init__.py

configuration_convnextv2.py

convert_convnextv2_to_pytorch.py

modeling_convnextv2.py

__init__.py

tokenization_cpm.py

tokenization_cpm_fast.py

__init__.py

configuration_cpmant.py

modeling_cpmant.py

tokenization_cpmant.py

__init__.py

configuration_csm.py

convert_csm.py

generation_csm.py

modeling_csm.py

modular_csm.py

processing_csm.py

__init__.py

configuration_ctrl.py

modeling_ctrl.py

tokenization_ctrl.py

__init__.py

configuration_cvt.py

convert_cvt_original_pytorch_checkpoint_to_pytorch.py

modeling_cvt.py

__init__.py

configuration_cwm.py

modeling_cwm.py

modular_cwm.py

__init__.py

configuration_d_fine.py

convert_d_fine_original_pytorch_checkpoint_to_hf.py

modeling_d_fine.py

modular_d_fine.py

__init__.py

configuration_dab_detr.py

convert_dab_detr_original_pytorch_checkpoint_to_pytorch.py

modeling_dab_detr.py

__init__.py

configuration_dac.py

convert_dac_checkpoint.py

feature_extraction_dac.py

modeling_dac.py

__init__.py

configuration_data2vec_audio.py

configuration_data2vec_text.py

configuration_data2vec_vision.py

convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.py

convert_data2vec_text_original_pytorch_checkpoint_to_pytorch.py

convert_data2vec_vision_original_pytorch_checkpoint_to_pytorch.py

modeling_data2vec_audio.py

modeling_data2vec_text.py

modeling_data2vec_vision.py

modular_data2vec_audio.py

modular_data2vec_text.py

__init__.py

configuration_dbrx.py

modeling_dbrx.py

modular_dbrx.py

__init__.py

configuration_deberta.py

modeling_deberta.py

tokenization_deberta.py

__init__.py

configuration_deberta_v2.py

modeling_deberta_v2.py

tokenization_deberta_v2.py

__init__.py

configuration_decision_transformer.py

modeling_decision_transformer.py

__init__.py

configuration_deepseek_v2.py

modeling_deepseek_v2.py

modular_deepseek_v2.py

__init__.py

configuration_deepseek_v3.py

modeling_deepseek_v3.py

modular_deepseek_v3.py

__init__.py

configuration_deepseek_vl.py

convert_deepseek_vl_weights_to_hf.py

image_processing_deepseek_vl.py

image_processing_deepseek_vl_fast.py

modeling_deepseek_vl.py

modular_deepseek_vl.py

processing_deepseek_vl.py

__init__.py

configuration_deepseek_vl_hybrid.py

convert_deepseek_vl_hybrid_weights_to_hf.py

image_processing_deepseek_vl_hybrid.py

image_processing_deepseek_vl_hybrid_fast.py

modeling_deepseek_vl_hybrid.py

modular_deepseek_vl_hybrid.py

processing_deepseek_vl_hybrid.py

__init__.py

configuration_deformable_detr.py

convert_deformable_detr_to_pytorch.py

image_processing_deformable_detr.py

image_processing_deformable_detr_fast.py

modeling_deformable_detr.py

modular_deformable_detr.py

__init__.py

configuration_deit.py

convert_deit_timm_to_pytorch.py

image_processing_deit.py

image_processing_deit_fast.py

modeling_deit.py

__init__.py

configuration_depth_anything.py

convert_depth_anything_to_hf.py

convert_distill_any_depth_to_hf.py

modeling_depth_anything.py

__init__.py

configuration_depth_pro.py

convert_depth_pro_weights_to_hf.py

image_processing_depth_pro.py

image_processing_depth_pro_fast.py

modeling_depth_pro.py

__init__.py

configuration_detr.py

convert_detr_original_pytorch_checkpoint_to_pytorch.py

convert_detr_to_pytorch.py

image_processing_detr.py

image_processing_detr_fast.py

modeling_detr.py

__init__.py

configuration_dia.py

convert_dia_to_hf.py

feature_extraction_dia.py

generation_dia.py

modeling_dia.py

modular_dia.py

processing_dia.py

tokenization_dia.py

__init__.py

convert_dialogpt_original_pytorch_checkpoint_to_pytorch.py

__init__.py

configuration_diffllama.py

modeling_diffllama.py

modular_diffllama.py

__init__.py

configuration_dinat.py

modeling_dinat.py

__init__.py

configuration_dinov2.py

convert_dinov2_to_hf.py

modeling_dinov2.py

__init__.py

configuration_dinov2_with_registers.py

convert_dinov2_with_registers_to_hf.py

modeling_dinov2_with_registers.py

modular_dinov2_with_registers.py

__init__.py

configuration_dinov3_convnext.py

convert_dinov3_convnext_to_hf.py

modeling_dinov3_convnext.py

__init__.py

configuration_dinov3_vit.py

convert_dinov3_vit_to_hf.py

image_processing_dinov3_vit_fast.py

modeling_dinov3_vit.py

modular_dinov3_vit.py

__init__.py

configuration_distilbert.py

modeling_distilbert.py

tokenization_distilbert.py

__init__.py

convert_dit_unilm_to_pytorch.py

__init__.py

configuration_doge.py

convert_doge_weights_to_hf.py

modeling_doge.py

modular_doge.py

__init__.py

configuration_donut_swin.py

convert_donut_to_pytorch.py

image_processing_donut.py

image_processing_donut_fast.py

modeling_donut_swin.py

processing_donut.py

__init__.py

configuration_dots1.py

modeling_dots1.py

modular_dots1.py

__init__.py

configuration_dpr.py

convert_dpr_original_checkpoint_to_pytorch.py

modeling_dpr.py

tokenization_dpr.py

tokenization_dpr_fast.py

__init__.py

configuration_edgetam.py

convert_edgetam_to_hf.py

modeling_edgetam.py

modular_edgetam.py

__init__.py

configuration_edgetam_video.py

convert_edgetam_video_to_hf.py

modeling_edgetam_video.py

modular_edgetam_video.py

__init__.py

configuration_dpt.py

convert_dinov2_depth_to_hf.py

convert_dpt_beit_to_hf.py

convert_dpt_hybrid_to_pytorch.py

convert_dpt_swinv2_to_hf.py

convert_dpt_to_pytorch.py

image_processing_dpt.py

image_processing_dpt_fast.py

modeling_dpt.py

modular_dpt.py

__init__.py

configuration_efficientnet.py

convert_efficientnet_to_pytorch.py

image_processing_efficientnet.py

image_processing_efficientnet_fast.py

modeling_efficientnet.py

__init__.py

configuration_efficientloftr.py

convert_efficientloftr_to_hf.py

image_processing_efficientloftr.py

image_processing_efficientloftr_fast.py

modeling_efficientloftr.py

modular_efficientloftr.py

__init__.py

configuration_electra.py

convert_electra_original_tf_checkpoint_to_pytorch.py

modeling_electra.py

__init__.py

configuration_emu3.py

convert_emu3_weights_to_hf.py

image_processing_emu3.py

modeling_emu3.py

modular_emu3.py

processing_emu3.py

__init__.py

configuration_encodec.py

convert_encodec_checkpoint_to_pytorch.py

feature_extraction_encodec.py

modeling_encodec.py

__init__.py

configuration_encoder_decoder.py

modeling_encoder_decoder.py

__init__.py

configuration_eomt.py

convert_eomt_to_hf.py

image_processing_eomt.py

image_processing_eomt_fast.py

modeling_eomt.py

modular_eomt.py

__init__.py

configuration_eomt_dinov3.py

convert_eomt_dinov3_to_hf.py

modeling_eomt_dinov3.py

modular_eomt_dinov3.py

__init__.py

configuration_ernie.py

modeling_ernie.py

modular_ernie.py

__init__.py

configuration_ernie4_5.py

convert_ernie4_5_tokenizer.py

modeling_ernie4_5.py

modular_ernie4_5.py

__init__.py

configuration_ernie4_5_moe.py

modeling_ernie4_5_moe.py

modular_ernie4_5_moe.py

__init__.py

configuration_ernie4_5_vl_moe.py

convert_ernie4_5_vl_moe_to_hf.py

image_processing_ernie4_5_vl_moe.py

image_processing_ernie4_5_vl_moe_fast.py

modeling_ernie4_5_vl_moe.py

modular_ernie4_5_vl_moe.py

processing_ernie4_5_vl_moe.py

video_processing_ernie4_5_vl_moe.py

__init__.py

configuration_esm.py

convert_esm.py

modeling_esm.py

modeling_esmfold.py

tokenization_esm.py

__init__.py

configuration_evolla.py

modeling_evolla.py

modular_evolla.py

processing_evolla.py

__init__.py

configuration_exaone4.py

modeling_exaone4.py

modular_exaone4.py

__init__.py

configuration_exaone_moe.py

modeling_exaone_moe.py

modular_exaone_moe.py

__init__.py

configuration_falcon.py

convert_custom_code_checkpoint.py

modeling_falcon.py

__init__.py

configuration_falcon_mamba.py

modeling_falcon_mamba.py

modular_falcon_mamba.py

__init__.py

configuration_fast_vlm.py

convert_fastvlm_weights_to_hf.py

modeling_fast_vlm.py

modular_fast_vlm.py

__init__.py

configuration_falcon_h1.py

convert_mamba_ssm_checkpoint.py

modeling_falcon_h1.py

modular_falcon_h1.py

__init__.py

configuration_fastspeech2_conformer.py

convert_fastspeech2_conformer_original_pytorch_checkpoint_to_pytorch.py

convert_hifigan.py

convert_model_with_hifigan.py

modeling_fastspeech2_conformer.py

tokenization_fastspeech2_conformer.py

__init__.py

configuration_flaubert.py

modeling_flaubert.py

tokenization_flaubert.py

__init__.py

configuration_flava.py

convert_dalle_to_flava_codebook.py

convert_flava_original_pytorch_to_hf.py

image_processing_flava.py

image_processing_flava_fast.py

modeling_flava.py

processing_flava.py

__init__.py

configuration_flex_olmo.py

modeling_flex_olmo.py

modular_flex_olmo.py

__init__.py

configuration_florence2.py

convert_florence2_original_pytorch_to_hf.py

modeling_florence2.py

modular_florence2.py

processing_florence2.py

__init__.py

configuration_fnet.py

convert_fnet_original_flax_checkpoint_to_pytorch.py

modeling_fnet.py

tokenization_fnet.py

__init__.py

configuration_focalnet.py

convert_focalnet_to_hf_format.py

modeling_focalnet.py

__init__.py

configuration_fsmt.py

convert_fsmt_original_pytorch_checkpoint_to_pytorch.py

modeling_fsmt.py

tokenization_fsmt.py

__init__.py

configuration_funnel.py

convert_funnel_original_tf_checkpoint_to_pytorch.py

modeling_funnel.py

tokenization_funnel.py

__init__.py

configuration_fuyu.py

convert_fuyu_model_weights_to_hf.py

image_processing_fuyu.py

image_processing_fuyu_fast.py

modeling_fuyu.py

processing_fuyu.py

__init__.py

configuration_gemma.py

convert_gemma_weights_to_hf.py

modeling_gemma.py

modular_gemma.py

tokenization_gemma.py

__init__.py

configuration_gemma2.py

convert_gemma2_weights_to_hf.py

modeling_gemma2.py

modular_gemma2.py

__init__.py

configuration_gemma3.py

convert_gemma3_weights.py

image_processing_gemma3.py

image_processing_gemma3_fast.py

modeling_gemma3.py

modular_gemma3.py

processing_gemma3.py

__init__.py

configuration_gemma3n.py

convert_gemma3n_weights.py

feature_extraction_gemma3n.py

modeling_gemma3n.py

modular_gemma3n.py

processing_gemma3n.py

__init__.py

configuration_git.py

convert_git_to_pytorch.py

modeling_git.py

processing_git.py

__init__.py

configuration_glm.py

convert_glm_weights_to_hf.py

modeling_glm.py

modular_glm.py

__init__.py

configuration_glm4.py

convert_glm4_weights_to_hf.py

modeling_glm4.py

modular_glm4.py

__init__.py

configuration_glm46v.py

image_processing_glm46v.py

image_processing_glm46v_fast.py

modeling_glm46v.py

modular_glm46v.py

processing_glm46v.py

video_processing_glm46v.py

__init__.py

configuration_glm4_moe.py

modeling_glm4_moe.py

modular_glm4_moe.py

__init__.py

configuration_glm4_moe_lite.py

modeling_glm4_moe_lite.py

modular_glm4_moe_lite.py

__init__.py

configuration_glm4v.py

convert_glm4v_mgt_weights_to_hf.py

image_processing_glm4v.py

image_processing_glm4v_fast.py

modeling_glm4v.py

modular_glm4v.py

processing_glm4v.py

video_processing_glm4v.py

__init__.py

configuration_glm4v_moe.py

convert_glm4v_moe_mgt_weights_to_hf.py

modeling_glm4v_moe.py

modular_glm4v_moe.py

__init__.py

configuration_glm_image.py

image_processing_glm_image.py

image_processing_glm_image_fast.py

modeling_glm_image.py

modular_glm_image.py

processing_glm_image.py

__init__.py

configuration_glm_moe_dsa.py

modeling_glm_moe_dsa.py

modular_glm_moe_dsa.py

__init__.py

configuration_glm_ocr.py

modeling_glm_ocr.py

modular_glm_ocr.py

__init__.py

configuration_glmasr.py

convert_glmasr_weights_to_hf.py

modeling_glmasr.py

modular_glmasr.py

processing_glmasr.py

__init__.py

configuration_glpn.py

convert_glpn_to_pytorch.py

image_processing_glpn.py

image_processing_glpn_fast.py

modeling_glpn.py

__init__.py

configuration_got_ocr2.py

convert_got_ocr2_weights_to_hf.py

image_processing_got_ocr2.py

image_processing_got_ocr2_fast.py

modeling_got_ocr2.py

modular_got_ocr2.py

processing_got_ocr2.py

__init__.py

configuration_gpt2.py

convert_gpt2_original_tf_checkpoint_to_pytorch.py

modeling_gpt2.py

tokenization_gpt2.py

__init__.py

configuration_gpt_bigcode.py

modeling_gpt_bigcode.py

__init__.py

configuration_gpt_neo.py

convert_gpt_neo_mesh_tf_to_pytorch.py

modeling_gpt_neo.py

__init__.py

configuration_gpt_neox.py

modeling_gpt_neox.py

modular_gpt_neox.py

tokenization_gpt_neox.py

__init__.py

configuration_gpt_neox_japanese.py

modeling_gpt_neox_japanese.py

tokenization_gpt_neox_japanese.py

__init__.py

configuration_gpt_oss.py

convert_gpt_oss_weights_to_hf.py

modeling_gpt_oss.py

modular_gpt_oss.py

__init__.py

convert_megatron_to_pytorch.py

tokenization_gpt_sw3.py

__init__.py

configuration_gptj.py

modeling_gptj.py

__init__.py

configuration_granite.py

modeling_granite.py

modular_granite.py

__init__.py

configuration_granite_speech.py

feature_extraction_granite_speech.py

modeling_granite_speech.py

processing_granite_speech.py

__init__.py

configuration_granitemoe.py

modeling_granitemoe.py

modular_granitemoe.py

__init__.py

configuration_granitemoehybrid.py

modeling_granitemoehybrid.py

modular_granitemoehybrid.py

__init__.py

configuration_granitemoeshared.py

modeling_granitemoeshared.py

modular_granitemoeshared.py

__init__.py

configuration_grounding_dino.py

convert_grounding_dino_to_hf.py

image_processing_grounding_dino.py

image_processing_grounding_dino_fast.py

modeling_grounding_dino.py

modular_grounding_dino.py

processing_grounding_dino.py

__init__.py

configuration_groupvit.py

convert_groupvit_nvlab_to_hf.py

modeling_groupvit.py

__init__.py

configuration_helium.py

modeling_helium.py

modular_helium.py

__init__.py

tokenization_herbert.py

__init__.py

configuration_hgnet_v2.py

modeling_hgnet_v2.py

modular_hgnet_v2.py

__init__.py

configuration_hiera.py

convert_hiera_to_hf.py

modeling_hiera.py

__init__.py

configuration_hubert.py

convert_distilhubert_original_s3prl_checkpoint_to_pytorch.py

convert_hubert_original_pytorch_checkpoint_to_pytorch.py

convert_hubert_original_s3prl_checkpoint_to_pytorch.py

modeling_hubert.py

modular_hubert.py

__init__.py

configuration_hunyuan_v1_dense.py

modeling_hunyuan_v1_dense.py

modular_hunyuan_v1_dense.py

__init__.py

configuration_hunyuan_v1_moe.py

modeling_hunyuan_v1_moe.py

modular_hunyuan_v1_moe.py

__init__.py

configuration_ibert.py

modeling_ibert.py

quant_modules.py

__init__.py

configuration_idefics.py

image_processing_idefics.py

modeling_idefics.py

perceiver.py

processing_idefics.py

vision.py

__init__.py

configuration_idefics2.py

convert_idefics2_weights_to_hf.py

image_processing_idefics2.py

image_processing_idefics2_fast.py

modeling_idefics2.py

processing_idefics2.py

__init__.py

configuration_idefics3.py

convert_idefics3_weights_to_hf.py

image_processing_idefics3.py

image_processing_idefics3_fast.py

modeling_idefics3.py

processing_idefics3.py

__init__.py

configuration_ijepa.py

convert_ijepa_to_hf.py

modeling_ijepa.py

modular_ijepa.py

__init__.py

configuration_imagegpt.py

convert_imagegpt_original_tf2_to_pytorch.py

image_processing_imagegpt.py

image_processing_imagegpt_fast.py

modeling_imagegpt.py

__init__.py

configuration_informer.py

modeling_informer.py

modular_informer.py

__init__.py

configuration_instructblip.py

convert_instructblip_original_to_pytorch.py

modeling_instructblip.py

processing_instructblip.py

__init__.py

configuration_instructblipvideo.py

convert_instructblipvideo_original_to_pytorch.py

modeling_instructblipvideo.py

modular_instructblipvideo.py

processing_instructblipvideo.py

video_processing_instructblipvideo.py

__init__.py

configuration_internvl.py

convert_internvl_weights_to_hf.py

modeling_internvl.py

modular_internvl.py

processing_internvl.py

video_processing_internvl.py

__init__.py

configuration_jais2.py

modeling_jais2.py

modular_jais2.py

__init__.py

configuration_jamba.py

modeling_jamba.py

modular_jamba.py

__init__.py

configuration_janus.py

convert_janus_weights_to_hf.py

image_processing_janus.py

image_processing_janus_fast.py

modeling_janus.py

modular_janus.py

processing_janus.py

__init__.py

configuration_kosmos2.py

convert_kosmos2_original_pytorch_checkpoint_to_pytorch.py

modeling_kosmos2.py

processing_kosmos2.py

__init__.py

configuration_jetmoe.py

modeling_jetmoe.py

modular_jetmoe.py

__init__.py

configuration_kosmos2_5.py

convert_kosmos2_5.py

image_processing_kosmos2_5.py

image_processing_kosmos2_5_fast.py

modeling_kosmos2_5.py

processing_kosmos2_5.py

__init__.py

configuration_kyutai_speech_to_text.py

convert_kyutai_speech_to_text_to_hf.py

feature_extraction_kyutai_speech_to_text.py

modeling_kyutai_speech_to_text.py

modular_kyutai_speech_to_text.py

processing_kyutai_speech_to_text.py

__init__.py

configuration_lasr.py

feature_extraction_lasr.py

modeling_lasr.py

modular_lasr.py

processing_lasr.py

tokenization_lasr.py

__init__.py

configuration_layoutlm.py

modeling_layoutlm.py

__init__.py

configuration_layoutlmv2.py

image_processing_layoutlmv2.py

image_processing_layoutlmv2_fast.py

modeling_layoutlmv2.py

processing_layoutlmv2.py

tokenization_layoutlmv2.py

__init__.py

configuration_layoutlmv3.py

image_processing_layoutlmv3.py

image_processing_layoutlmv3_fast.py

modeling_layoutlmv3.py

processing_layoutlmv3.py

tokenization_layoutlmv3.py

__init__.py

configuration_layoutxlm.py

modular_layoutxlm.py

processing_layoutxlm.py

tokenization_layoutxlm.py

__init__.py

configuration_led.py

modeling_led.py

__init__.py

configuration_levit.py

convert_levit_timm_to_pytorch.py

image_processing_levit.py

image_processing_levit_fast.py

modeling_levit.py

__init__.py

configuration_lfm2.py

modeling_lfm2.py

modular_lfm2.py

__init__.py

configuration_lfm2_moe.py

modeling_lfm2_moe.py

modular_lfm2_moe.py

__init__.py

configuration_lfm2_vl.py

image_processing_lfm2_vl_fast.py

modeling_lfm2_vl.py

modular_lfm2_vl.py

processing_lfm2_vl.py

__init__.py

configuration_lightglue.py

convert_lightglue_to_hf.py

image_processing_lightglue.py

image_processing_lightglue_fast.py

modeling_lightglue.py

modular_lightglue.py

__init__.py

configuration_lighton_ocr.py

modeling_lighton_ocr.py

modular_lighton_ocr.py

processing_lighton_ocr.py

__init__.py

configuration_lilt.py

modeling_lilt.py

__init__.py

configuration_llama.py

convert_llama_weights_to_hf.py

modeling_llama.py

tokenization_llama.py

__init__.py

configuration_llama4.py

convert_llama4_weights_to_hf.py

image_processing_llama4_fast.py

modeling_llama4.py

processing_llama4.py

__init__.py

configuration_llava.py

convert_llava_weights_to_hf.py

image_processing_llava.py

image_processing_llava_fast.py

modeling_llava.py

processing_llava.py

__init__.py

configuration_llava_next.py

convert_llava_next_weights_to_hf.py

image_processing_llava_next.py

image_processing_llava_next_fast.py

modeling_llava_next.py

processing_llava_next.py

__init__.py

configuration_llava_next_video.py

convert_llava_next_video_weights_to_hf.py

modeling_llava_next_video.py

modular_llava_next_video.py

processing_llava_next_video.py

video_processing_llava_next_video.py

__init__.py

configuration_llava_onevision.py

convert_llava_onevision_weights_to_hf.py

image_processing_llava_onevision.py

image_processing_llava_onevision_fast.py

modeling_llava_onevision.py

modular_llava_onevision.py

processing_llava_onevision.py

video_processing_llava_onevision.py

__init__.py

configuration_longcat_flash.py

modeling_longcat_flash.py

modular_longcat_flash.py

__init__.py

configuration_longformer.py

convert_longformer_original_pytorch_lightning_to_pytorch.py

modeling_longformer.py

__init__.py

configuration_longt5.py

modeling_longt5.py

__init__.py

configuration_luke.py

convert_luke_original_pytorch_checkpoint_to_pytorch.py

modeling_luke.py

tokenization_luke.py

__init__.py

configuration_lw_detr.py

convert_lw_detr_to_hf.py

modeling_lw_detr.py

modular_lw_detr.py

__init__.py

configuration_lxmert.py

convert_lxmert_original_tf_checkpoint_to_pytorch.py

modeling_lxmert.py

__init__.py

configuration_m2m_100.py

convert_m2m100_original_checkpoint_to_pytorch.py

modeling_m2m_100.py

tokenization_m2m_100.py

__init__.py

configuration_mamba.py

convert_mamba_ssm_checkpoint_to_pytorch.py

modeling_mamba.py

__init__.py

configuration_mamba2.py

convert_mamba2_ssm_checkpoint_to_pytorch.py

modeling_mamba2.py

__init__.py

configuration_marian.py

convert_marian_tatoeba_to_pytorch.py

convert_marian_to_pytorch.py

modeling_marian.py

tokenization_marian.py

__init__.py

configuration_markuplm.py

feature_extraction_markuplm.py

modeling_markuplm.py

processing_markuplm.py

tokenization_markuplm.py

__init__.py

configuration_mask2former.py

convert_mask2former_original_pytorch_checkpoint_to_pytorch.py

image_processing_mask2former.py

image_processing_mask2former_fast.py

modeling_mask2former.py

modular_mask2former.py

__init__.py

configuration_maskformer.py

configuration_maskformer_swin.py

convert_maskformer_original_pytorch_checkpoint_to_pytorch.py

convert_maskformer_resnet_to_pytorch.py

convert_maskformer_swin_to_pytorch.py

image_processing_maskformer.py

image_processing_maskformer_fast.py

modeling_maskformer.py

modeling_maskformer_swin.py

__init__.py

configuration_mbart.py

convert_mbart_original_checkpoint_to_pytorch.py

modeling_mbart.py

tokenization_mbart.py

__init__.py

tokenization_mbart50.py

__init__.py

configuration_megatron_bert.py

convert_megatron_bert_checkpoint.py

modeling_megatron_bert.py

__init__.py

checkpoint_reshaping_and_interoperability.py

convert_megatron_gpt2_checkpoint.py

__init__.py

configuration_metaclip_2.py

convert_metaclip_2_to_hf.py

modeling_metaclip_2.py

modular_metaclip_2.py

__init__.py

configuration_mgp_str.py

modeling_mgp_str.py

processing_mgp_str.py

tokenization_mgp_str.py

__init__.py

configuration_mimi.py

convert_mimi_checkpoint_to_pytorch.py

modeling_mimi.py

__init__.py

configuration_minimax.py

modeling_minimax.py

modular_minimax.py

__init__.py

configuration_minimax_m2.py

modeling_minimax_m2.py

modular_minimax_m2.py

__init__.py

configuration_ministral.py

modeling_ministral.py

modular_ministral.py

__init__.py

configuration_ministral3.py

convert_ministral3_weights_to_hf.py

modeling_ministral3.py

modular_ministral3.py

__init__.py

configuration_mistral3.py

convert_mistral3_weights_to_hf.py

modeling_mistral3.py

modular_mistral3.py

__init__.py

configuration_mistral.py

convert_mistral_weights_to_hf.py

modeling_mistral.py

modular_mistral.py

__init__.py

configuration_mixtral.py

convert_mixtral_weights_to_hf.py

modeling_mixtral.py

modular_mixtral.py

__init__.py

configuration_mlcd.py

convert_mlcd_weights_to_hf.py

modeling_mlcd.py

modular_mlcd.py

__init__.py

configuration_mllama.py

convert_mllama_weights_to_hf.py

image_processing_mllama.py

image_processing_mllama_fast.py

modeling_mllama.py

processing_mllama.py

__init__.py

convert_mluke_original_pytorch_checkpoint_to_pytorch.py

tokenization_mluke.py

__init__.py

configuration_mm_grounding_dino.py

convert_mm_grounding_dino_to_hf.py

modeling_mm_grounding_dino.py

modular_mm_grounding_dino.py

__init__.py

configuration_mobilebert.py

convert_mobilebert_original_tf_checkpoint_to_pytorch.py

modeling_mobilebert.py

tokenization_mobilebert.py

__init__.py

configuration_mobilenet_v1.py

convert_original_tf_checkpoint_to_pytorch.py

image_processing_mobilenet_v1.py

image_processing_mobilenet_v1_fast.py

modeling_mobilenet_v1.py

__init__.py

configuration_mobilenet_v2.py

convert_original_tf_checkpoint_to_pytorch.py

image_processing_mobilenet_v2.py

image_processing_mobilenet_v2_fast.py

modeling_mobilenet_v2.py

__init__.py

configuration_mobilevit.py

convert_mlcvnets_to_pytorch.py

image_processing_mobilevit.py

image_processing_mobilevit_fast.py

modeling_mobilevit.py

__init__.py

configuration_mobilevitv2.py

convert_mlcvnets_to_pytorch.py

modeling_mobilevitv2.py

__init__.py

configuration_modernbert.py

modeling_modernbert.py

modular_modernbert.py

__init__.py

configuration_modernbert_decoder.py

modeling_modernbert_decoder.py

modular_modernbert_decoder.py

__init__.py

configuration_moonshine.py

convert_usefulsensors_to_hf.py

modeling_moonshine.py

modular_moonshine.py

__init__.py

configuration_moonshine_streaming.py

modeling_moonshine_streaming.py

modular_moonshine_streaming.py

processing_moonshine_streaming.py

__init__.py

configuration_moshi.py

convert_moshi_transformers.py

modeling_moshi.py

__init__.py

configuration_mpnet.py

modeling_mpnet.py

tokenization_mpnet.py

__init__.py

configuration_mpt.py

modeling_mpt.py

__init__.py

configuration_mra.py

convert_mra_pytorch_to_pytorch.py

modeling_mra.py

__init__.py

configuration_mt5.py

modeling_mt5.py

__init__.py

configuration_musicgen.py

convert_musicgen_transformers.py

modeling_musicgen.py

processing_musicgen.py

__init__.py

configuration_musicgen_melody.py

convert_musicgen_melody_transformers.py

feature_extraction_musicgen_melody.py

modeling_musicgen_melody.py

processing_musicgen_melody.py

__init__.py

configuration_mvp.py

modeling_mvp.py

__init__.py

convert_myt5_original_tf_checkpoint_to_pytorch.py

tokenization_myt5.py

__init__.py

configuration_nemotron.py

convert_nemotron_nemo_to_hf.py

modeling_nemotron.py

__init__.py

configuration_nanochat.py

convert_nanochat_checkpoints.py

modeling_nanochat.py

modular_nanochat.py

__init__.py

tokenization_nllb.py

__init__.py

configuration_nllb_moe.py

convert_nllb_moe_sharded_original_checkpoint_to_pytorch.py

modeling_nllb_moe.py

__init__.py

convert_nougat_to_hf.py

image_processing_nougat.py

image_processing_nougat_fast.py

processing_nougat.py

tokenization_nougat.py

__init__.py

configuration_olmo.py

convert_olmo_weights_to_hf.py

modeling_olmo.py

modular_olmo.py

__init__.py

configuration_nystromformer.py

convert_nystromformer_original_pytorch_checkpoint_to_pytorch.py

modeling_nystromformer.py

__init__.py

configuration_olmo2.py

convert_olmo2_weights_to_hf.py

modeling_olmo2.py

modular_olmo2.py

__init__.py

configuration_olmo3.py

convert_olmo3_weights_to_hf.py

modeling_olmo3.py

modular_olmo3.py

__init__.py

configuration_olmoe.py

convert_olmoe_weights_to_hf.py

modeling_olmoe.py

modular_olmoe.py

__init__.py

configuration_omdet_turbo.py

convert_omdet_turbo_to_hf.py

modeling_omdet_turbo.py

processing_omdet_turbo.py

__init__.py

configuration_oneformer.py

convert_to_hf_oneformer.py

image_processing_oneformer.py

image_processing_oneformer_fast.py

modeling_oneformer.py

processing_oneformer.py

__init__.py

configuration_openai.py

convert_openai_original_tf_checkpoint_to_pytorch.py

modeling_openai.py

tokenization_openai.py

__init__.py

configuration_opt.py

convert_opt_original_pytorch_checkpoint_to_pytorch.py

modeling_opt.py

__init__.py

configuration_ovis2.py

convert_ovis2_weights_to_hf.py

image_processing_ovis2.py

image_processing_ovis2_fast.py

modeling_ovis2.py

modular_ovis2.py

processing_ovis2.py

__init__.py

configuration_owlv2.py

convert_owlv2_to_hf.py

image_processing_owlv2.py

image_processing_owlv2_fast.py

modeling_owlv2.py

modular_owlv2.py

processing_owlv2.py

__init__.py

configuration_owlvit.py

convert_owlvit_original_flax_to_hf.py

image_processing_owlvit.py

image_processing_owlvit_fast.py

modeling_owlvit.py

processing_owlvit.py

__init__.py

configuration_paddleocr_vl.py

image_processing_paddleocr_vl.py

image_processing_paddleocr_vl_fast.py

modeling_paddleocr_vl.py

modular_paddleocr_vl.py

processing_paddleocr_vl.py

__init__.py

configuration_paligemma.py

convert_paligemma2_weights_to_hf.py

convert_paligemma_weights_to_hf.py

modeling_paligemma.py

processing_paligemma.py

__init__.py

configuration_patchtsmixer.py

modeling_patchtsmixer.py

__init__.py

configuration_parakeet.py

convert_nemo_to_hf.py

feature_extraction_parakeet.py

modeling_parakeet.py

modular_parakeet.py

processing_parakeet.py

tokenization_parakeet.py

__init__.py

configuration_patchtst.py

modeling_patchtst.py

__init__.py

configuration_pe_audio.py

feature_extraction_pe_audio.py

modeling_pe_audio.py

modular_pe_audio.py

processing_pe_audio.py

__init__.py

configuration_pe_audio_video.py

convert_pe_audio_video_to_hf.py

modeling_pe_audio_video.py

modular_pe_audio_video.py

processing_pe_audio_video.py

__init__.py

configuration_pe_video.py

modeling_pe_video.py

modular_pe_video.py

processing_pe_video.py

video_processing_pe_video.py

__init__.py

configuration_pegasus.py

convert_pegasus_tf_to_pytorch.py

modeling_pegasus.py

tokenization_pegasus.py

__init__.py

configuration_pegasus_x.py

modeling_pegasus_x.py

__init__.py

configuration_perceiver.py

convert_perceiver_haiku_to_pytorch.py

image_processing_perceiver.py

image_processing_perceiver_fast.py

modeling_perceiver.py

tokenization_perceiver.py

__init__.py

configuration_perception_lm.py

convert_perception_lm_weights_to_hf.py

image_processing_perception_lm_fast.py

modeling_perception_lm.py

modular_perception_lm.py

processing_perception_lm.py

video_processing_perception_lm.py

__init__.py

configuration_persimmon.py

convert_persimmon_weights_to_hf.py

modeling_persimmon.py

__init__.py

configuration_phi.py

convert_phi_weights_to_hf.py

modeling_phi.py

modular_phi.py

__init__.py

configuration_phi3.py

modeling_phi3.py

modular_phi3.py

__init__.py

configuration_phi4_multimodal.py

convert_phi4_multimodal_weights_to_hf.py

feature_extraction_phi4_multimodal.py

image_processing_phi4_multimodal_fast.py

modeling_phi4_multimodal.py

modular_phi4_multimodal.py

processing_phi4_multimodal.py

__init__.py

configuration_phimoe.py

modeling_phimoe.py

modular_phimoe.py

__init__.py

tokenization_phobert.py

__init__.py

configuration_pixio.py

convert_pixio_to_pytorch.py

modeling_pixio.py

modular_pixio.py

__init__.py

configuration_pix2struct.py

convert_pix2struct_original_pytorch_to_hf.py

image_processing_pix2struct.py

image_processing_pix2struct_fast.py

modeling_pix2struct.py

processing_pix2struct.py

__init__.py

configuration_pixtral.py

convert_pixtral_weights_to_hf.py

image_processing_pixtral.py

image_processing_pixtral_fast.py

modeling_pixtral.py

processing_pixtral.py

__init__.py

configuration_plbart.py

convert_plbart_original_checkpoint_to_torch.py

modeling_plbart.py

modular_plbart.py

tokenization_plbart.py

__init__.py

configuration_poolformer.py

convert_poolformer_original_to_pytorch.py

image_processing_poolformer.py

image_processing_poolformer_fast.py

modeling_poolformer.py

__init__.py

configuration_pop2piano.py

convert_pop2piano_weights_to_hf.py

feature_extraction_pop2piano.py

modeling_pop2piano.py

processing_pop2piano.py

tokenization_pop2piano.py

__init__.py

configuration_pp_doclayout_v3.py

image_processing_pp_doclayout_v3_fast.py

modeling_pp_doclayout_v3.py

modular_pp_doclayout_v3.py

__init__.py

configuration_prompt_depth_anything.py

convert_prompt_depth_anything_to_hf.py

image_processing_prompt_depth_anything.py

image_processing_prompt_depth_anything_fast.py

modeling_prompt_depth_anything.py

modular_prompt_depth_anything.py

__init__.py

configuration_prophetnet.py

convert_prophetnet_original_pytorch_checkpoint_to_pytorch.py

modeling_prophetnet.py

tokenization_prophetnet.py

__init__.py

configuration_pvt.py

convert_pvt_to_pytorch.py

image_processing_pvt.py

image_processing_pvt_fast.py

modeling_pvt.py

__init__.py

configuration_pvt_v2.py

convert_pvt_v2_to_pytorch.py

modeling_pvt_v2.py

__init__.py

configuration_qwen2.py

modeling_qwen2.py

modular_qwen2.py

tokenization_qwen2.py

__init__.py

configuration_qwen2_5_omni.py

modeling_qwen2_5_omni.py

modular_qwen2_5_omni.py

processing_qwen2_5_omni.py

__init__.py

configuration_qwen2_5_vl.py

modeling_qwen2_5_vl.py

modular_qwen2_5_vl.py

processing_qwen2_5_vl.py

__init__.py

configuration_qwen2_audio.py

modeling_qwen2_audio.py

processing_qwen2_audio.py

__init__.py

configuration_qwen2_moe.py

modeling_qwen2_moe.py

modular_qwen2_moe.py

__init__.py

configuration_qwen3.py

modeling_qwen3.py

modular_qwen3.py

__init__.py

configuration_qwen2_vl.py

image_processing_qwen2_vl.py

image_processing_qwen2_vl_fast.py

modeling_qwen2_vl.py

processing_qwen2_vl.py

video_processing_qwen2_vl.py

__init__.py

configuration_qwen3_5.py

modeling_qwen3_5.py

modular_qwen3_5.py

tokenization_qwen3_5.py

__init__.py

configuration_qwen3_5_moe.py

modeling_qwen3_5_moe.py

modular_qwen3_5_moe.py

__init__.py

configuration_qwen3_moe.py

modeling_qwen3_moe.py

modular_qwen3_moe.py

__init__.py

configuration_qwen3_next.py

modeling_qwen3_next.py

modular_qwen3_next.py

__init__.py

configuration_qwen3_omni_moe.py

modeling_qwen3_omni_moe.py

modular_qwen3_omni_moe.py

processing_qwen3_omni_moe.py

__init__.py

configuration_qwen3_vl.py

modeling_qwen3_vl.py

modular_qwen3_vl.py

processing_qwen3_vl.py

video_processing_qwen3_vl.py

__init__.py

configuration_qwen3_vl_moe.py

modeling_qwen3_vl_moe.py

modular_qwen3_vl_moe.py

__init__.py

configuration_rag.py

modeling_rag.py

retrieval_rag.py

tokenization_rag.py

__init__.py

configuration_recurrent_gemma.py

convert_recurrent_gemma_to_hf.py

modeling_recurrent_gemma.py

__init__.py

configuration_reformer.py

convert_reformer_trax_checkpoint_to_pytorch.py

modeling_reformer.py

tokenization_reformer.py

__init__.py

configuration_regnet.py

convert_regnet_seer_10b_to_pytorch.py

convert_regnet_to_pytorch.py

modeling_regnet.py

__init__.py

configuration_rembert.py

convert_rembert_tf_checkpoint_to_pytorch.py

modeling_rembert.py

tokenization_rembert.py

__init__.py

configuration_resnet.py

convert_resnet_to_pytorch.py

modeling_resnet.py

__init__.py

configuration_roberta.py

convert_roberta_original_pytorch_checkpoint_to_pytorch.py

modeling_roberta.py

modular_roberta.py

tokenization_roberta.py

tokenization_roberta_old.py

__init__.py

configuration_roberta_prelayernorm.py

convert_roberta_prelayernorm_original_pytorch_checkpoint_to_pytorch.py

modeling_roberta_prelayernorm.py

__init__.py

configuration_roc_bert.py

modeling_roc_bert.py

tokenization_roc_bert.py

__init__.py

configuration_roformer.py

convert_roformer_original_tf_checkpoint_to_pytorch.py

modeling_roformer.py

tokenization_roformer.py

tokenization_utils.py

__init__.py

configuration_rt_detr.py

configuration_rt_detr_resnet.py

convert_rt_detr_original_pytorch_checkpoint_to_hf.py

image_processing_rt_detr.py

image_processing_rt_detr_fast.py

modeling_rt_detr.py

modeling_rt_detr_resnet.py

modular_rt_detr.py

__init__.py

configuration_rt_detr_v2.py

convert_rt_detr_v2_weights_to_hf.py

modeling_rt_detr_v2.py

modular_rt_detr_v2.py

__init__.py

configuration_rwkv.py

convert_rwkv_checkpoint_to_hf.py

modeling_rwkv.py

__init__.py

configuration_sam.py

convert_sam_to_hf.py

image_processing_sam.py

image_processing_sam_fast.py

modeling_sam.py

processing_sam.py

__init__.py

configuration_sam2.py

convert_sam2_to_hf.py

image_processing_sam2_fast.py

modeling_sam2.py

modular_sam2.py

processing_sam2.py

__init__.py

configuration_sam2_video.py

convert_sam2_video_to_hf.py

modeling_sam2_video.py

modular_sam2_video.py

processing_sam2_video.py

video_processing_sam2_video.py

__init__.py

configuration_sam3.py

convert_sam3_to_hf.py

image_processing_sam3_fast.py

modeling_sam3.py

modular_sam3.py

processing_sam3.py

__init__.py

configuration_sam3_tracker.py

modeling_sam3_tracker.py

modular_sam3_tracker.py

processing_sam3_tracker.py

__init__.py

configuration_sam3_tracker_video.py

modeling_sam3_tracker_video.py

modular_sam3_tracker_video.py

processing_sam3_tracker_video.py

__init__.py

configuration_sam3_video.py

convert_sam3_video_to_hf.py

modeling_sam3_video.py

processing_sam3_video.py

__init__.py

configuration_sam_hq.py

convert_samhq_to_hf.py

modeling_sam_hq.py

modular_sam_hq.py

processing_sam_hq.py

__init__.py

configuration_seamless_m4t.py

convert_fairseq2_to_hf.py

feature_extraction_seamless_m4t.py

modeling_seamless_m4t.py

processing_seamless_m4t.py

tokenization_seamless_m4t.py

__init__.py

configuration_seamless_m4t_v2.py

convert_fairseq2_to_hf.py

modeling_seamless_m4t_v2.py

__init__.py

configuration_seed_oss.py

modeling_seed_oss.py

modular_seed_oss.py

__init__.py

configuration_segformer.py

convert_segformer_original_to_pytorch.py

image_processing_segformer.py

image_processing_segformer_fast.py

modeling_segformer.py

modular_segformer.py

__init__.py

configuration_seggpt.py

convert_seggpt_to_hf.py

image_processing_seggpt.py

modeling_seggpt.py

__init__.py

configuration_sew.py

convert_sew_original_pytorch_checkpoint_to_pytorch.py

modeling_sew.py

modular_sew.py

__init__.py

configuration_sew_d.py

convert_sew_d_original_pytorch_checkpoint_to_pytorch.py

modeling_sew_d.py

__init__.py

configuration_shieldgemma2.py

convert_shieldgemma2_weights_orbax_to_hf.py

modeling_shieldgemma2.py

processing_shieldgemma2.py

__init__.py

configuration_siglip.py

convert_siglip_to_hf.py

image_processing_siglip.py

image_processing_siglip_fast.py

modeling_siglip.py

processing_siglip.py

tokenization_siglip.py

__init__.py

configuration_siglip2.py

convert_siglip2_to_hf.py

image_processing_siglip2.py

image_processing_siglip2_fast.py

modeling_siglip2.py

modular_siglip2.py

processing_siglip2.py

tokenization_siglip2.py

__init__.py

configuration_smollm3.py

modeling_smollm3.py

modular_smollm3.py

__init__.py

configuration_smolvlm.py

image_processing_smolvlm.py

image_processing_smolvlm_fast.py

modeling_smolvlm.py

modular_smolvlm.py

processing_smolvlm.py

video_processing_smolvlm.py

__init__.py

configuration_solar_open.py

modeling_solar_open.py

modular_solar_open.py

__init__.py

configuration_speech_encoder_decoder.py

convert_mbart_wav2vec2_seq2seq_original_to_pytorch.py

convert_speech_to_text_wav2vec2_seq2seq_original_to_pytorch.py

modeling_speech_encoder_decoder.py

__init__.py

configuration_speech_to_text.py

convert_s2t_fairseq_to_tfms.py

feature_extraction_speech_to_text.py

modeling_speech_to_text.py

processing_speech_to_text.py

tokenization_speech_to_text.py

__init__.py

configuration_speecht5.py

convert_hifigan.py

convert_speecht5_original_pytorch_checkpoint_to_pytorch.py

feature_extraction_speecht5.py

modeling_speecht5.py

number_normalizer.py

processing_speecht5.py

tokenization_speecht5.py

__init__.py

configuration_splinter.py

modeling_splinter.py

tokenization_splinter.py

__init__.py

configuration_squeezebert.py

modeling_squeezebert.py

tokenization_squeezebert.py

__init__.py

configuration_stablelm.py

modeling_stablelm.py

__init__.py

configuration_starcoder2.py

modeling_starcoder2.py

modular_starcoder2.py

__init__.py

configuration_superglue.py

convert_superglue_to_hf.py

image_processing_superglue.py

image_processing_superglue_fast.py

modeling_superglue.py

__init__.py

configuration_superpoint.py

convert_superpoint_to_pytorch.py

image_processing_superpoint.py

image_processing_superpoint_fast.py

modeling_superpoint.py

__init__.py

configuration_swiftformer.py

convert_swiftformer_original_to_hf.py

modeling_swiftformer.py

__init__.py

configuration_swin.py

convert_swin_simmim_to_pytorch.py

convert_swin_timm_to_pytorch.py

modeling_swin.py

__init__.py

configuration_swin2sr.py

convert_swin2sr_original_to_pytorch.py

image_processing_swin2sr.py

image_processing_swin2sr_fast.py

modeling_swin2sr.py

__init__.py

configuration_swinv2.py

convert_swinv2_timm_to_pytorch.py

modeling_swinv2.py

__init__.py

configuration_switch_transformers.py

convert_big_switch.py

convert_switch_transformers_original_flax_checkpoint_to_pytorch.py

modeling_switch_transformers.py

modular_switch_transformers.py

__init__.py

configuration_t5.py

convert_t5_original_tf_checkpoint_to_pytorch.py

convert_t5x_checkpoint_to_pytorch.py

modeling_t5.py

tokenization_t5.py

__init__.py

configuration_t5gemma.py

modeling_t5gemma.py

modular_t5gemma.py

__init__.py

configuration_t5gemma2.py

modeling_t5gemma2.py

modular_t5gemma2.py

__init__.py

configuration_table_transformer.py

convert_table_transformer_to_hf.py

convert_table_transformer_to_hf_no_timm.py

modeling_table_transformer.py

__init__.py

configuration_tapas.py

convert_tapas_original_tf_checkpoint_to_pytorch.py

modeling_tapas.py

tokenization_tapas.py

__init__.py

configuration_textnet.py

convert_textnet_to_hf.py

image_processing_textnet.py

image_processing_textnet_fast.py

modeling_textnet.py

__init__.py

configuration_time_series_transformer.py

modeling_time_series_transformer.py

__init__.py

configuration_timesfm.py

convert_timesfm_orignal_to_hf.py

modeling_timesfm.py

modular_timesfm.py

__init__.py

configuration_timesformer.py

convert_timesformer_to_pytorch.py

modeling_timesformer.py

__init__.py

configuration_timm_backbone.py

modeling_timm_backbone.py

__init__.py

configuration_timm_wrapper.py

image_processing_timm_wrapper.py

modeling_timm_wrapper.py

__init__.py

configuration_trocr.py

convert_trocr_unilm_to_pytorch.py

modeling_trocr.py

processing_trocr.py

__init__.py

configuration_tvp.py

image_processing_tvp.py

image_processing_tvp_fast.py

modeling_tvp.py

processing_tvp.py

__init__.py

configuration_udop.py

convert_udop_to_hf.py

modeling_udop.py

processing_udop.py

tokenization_udop.py

__init__.py

configuration_umt5.py

convert_umt5_checkpoint_to_pytorch.py

modeling_umt5.py

__init__.py

configuration_unispeech.py

convert_unispeech_original_pytorch_checkpoint_to_pytorch.py

modeling_unispeech.py

modular_unispeech.py

__init__.py

configuration_unispeech_sat.py

convert_unispeech_original_s3prl_checkpoint_to_pytorch.py

convert_unispeech_sat_original_pytorch_checkpoint_to_pytorch.py

modeling_unispeech_sat.py

modular_unispeech_sat.py

__init__.py

configuration_univnet.py

convert_univnet.py

feature_extraction_univnet.py

modeling_univnet.py

__init__.py

configuration_upernet.py

convert_convnext_upernet_to_pytorch.py

convert_swin_upernet_to_pytorch.py

modeling_upernet.py

__init__.py

configuration_vaultgemma.py

modeling_vaultgemma.py

modular_vaultgemma.py

__init__.py

configuration_vibevoice_acoustic_tokenizer.py

convert_vibevoice_acoustic_tokenizer_to_hf.py

feature_extraction_vibevoice_acoustic_tokenizer.py

modeling_vibevoice_acoustic_tokenizer.py

modular_vibevoice_acoustic_tokenizer.py

__init__.py

configuration_video_llama_3.py

image_processing_video_llama_3.py

image_processing_video_llama_3_fast.py

modeling_video_llama_3.py

modular_video_llama_3.py

processing_video_llama_3.py

video_processing_video_llama_3.py

__init__.py

configuration_video_llava.py

convert_video_llava_weights_to_hf.py

image_processing_video_llava.py

modeling_video_llava.py

processing_video_llava.py

video_processing_video_llava.py

__init__.py

configuration_videomae.py

convert_videomae_to_pytorch.py

image_processing_videomae.py

modeling_videomae.py

video_processing_videomae.py

__init__.py

configuration_vilt.py

convert_vilt_original_to_pytorch.py

image_processing_vilt.py

image_processing_vilt_fast.py

modeling_vilt.py

processing_vilt.py

__init__.py

configuration_vipllava.py

convert_vipllava_weights_to_hf.py

modeling_vipllava.py

modular_vipllava.py

__init__.py

configuration_vision_encoder_decoder.py

modeling_vision_encoder_decoder.py

__init__.py

configuration_vision_text_dual_encoder.py

modeling_vision_text_dual_encoder.py

processing_vision_text_dual_encoder.py

__init__.py

configuration_visual_bert.py

convert_visual_bert_original_pytorch_checkpoint_to_pytorch.py

modeling_visual_bert.py

__init__.py

configuration_vit.py

convert_dino_to_pytorch.py

convert_vit_timm_to_pytorch.py

image_processing_vit.py

image_processing_vit_fast.py

modeling_vit.py

__init__.py

configuration_vit_mae.py

convert_vit_mae_to_pytorch.py

modeling_vit_mae.py

__init__.py

configuration_vit_msn.py

convert_msn_to_pytorch.py

modeling_vit_msn.py

__init__.py

configuration_vitdet.py

modeling_vitdet.py

__init__.py

configuration_vitmatte.py

convert_vitmatte_to_hf.py

image_processing_vitmatte.py

image_processing_vitmatte_fast.py

modeling_vitmatte.py

__init__.py

configuration_vitpose.py

convert_vitpose_to_hf.py

image_processing_vitpose.py

image_processing_vitpose_fast.py

modeling_vitpose.py

__init__.py

configuration_vitpose_backbone.py

modeling_vitpose_backbone.py

__init__.py

configuration_vits.py

convert_original_checkpoint.py

modeling_vits.py

tokenization_vits.py

__init__.py

configuration_vivit.py

convert_vivit_flax_to_pytorch.py

image_processing_vivit.py

modeling_vivit.py

__init__.py

configuration_vjepa2.py

convert_vjepa2_classifier_to_hf.py

convert_vjepa2_to_hf.py

modeling_vjepa2.py

video_processing_vjepa2.py

__init__.py

configuration_voxtral.py

convert_voxtral_weights_to_hf.py

modeling_voxtral.py

modular_voxtral.py

processing_voxtral.py

__init__.py

configuration_wav2vec2.py

convert_wav2vec2_original_pytorch_checkpoint_to_pytorch.py

convert_wav2vec2_original_s3prl_checkpoint_to_pytorch.py

feature_extraction_wav2vec2.py

modeling_wav2vec2.py

processing_wav2vec2.py

tokenization_wav2vec2.py

__init__.py

configuration_wav2vec2_bert.py

convert_wav2vec2_seamless_checkpoint.py

modeling_wav2vec2_bert.py

modular_wav2vec2_bert.py

processing_wav2vec2_bert.py

__init__.py

configuration_wav2vec2_conformer.py

convert_wav2vec2_conformer_original_pytorch_checkpoint_to_pytorch.py

modeling_wav2vec2_conformer.py

modular_wav2vec2_conformer.py

__init__.py

tokenization_wav2vec2_phoneme.py

__init__.py

processing_wav2vec2_with_lm.py

__init__.py

configuration_wavlm.py

convert_wavlm_original_pytorch_checkpoint_to_pytorch.py

convert_wavlm_original_s3prl_checkpoint_to_pytorch.py

modeling_wavlm.py

modular_wavlm.py

__init__.py

configuration_whisper.py

convert_openai_to_hf.py

english_normalizer.py

feature_extraction_whisper.py

generation_whisper.py

modeling_whisper.py

processing_whisper.py

tokenization_whisper.py

__init__.py

configuration_x_clip.py

convert_x_clip_original_pytorch_to_hf.py

modeling_x_clip.py

processing_x_clip.py

__init__.py

configuration_xcodec.py

convert_xcodec_weights_to_hf.py

modeling_xcodec.py

__init__.py

configuration_xglm.py

convert_xglm_original_ckpt_to_trfms.py

modeling_xglm.py

tokenization_xglm.py

__init__.py

configuration_xlm.py

convert_xlm_original_pytorch_checkpoint_to_pytorch.py

modeling_xlm.py

tokenization_xlm.py

__init__.py

configuration_xlm_roberta.py

modeling_xlm_roberta.py

modular_xlm_roberta.py

tokenization_xlm_roberta.py

__init__.py

configuration_xlm_roberta_xl.py

convert_xlm_roberta_xl_original_pytorch_checkpoint_to_pytorch.py

modeling_xlm_roberta_xl.py

modular_xlm_roberta_xl.py

__init__.py

configuration_xlnet.py

convert_xlnet_original_tf_checkpoint_to_pytorch.py

modeling_xlnet.py

tokenization_xlnet.py

__init__.py

configuration_xlstm.py

modeling_xlstm.py

__init__.py

configuration_xmod.py

convert_xmod_original_pytorch_checkpoint_to_pytorch.py

modeling_xmod.py

__init__.py

configuration_yolos.py

convert_yolos_to_pytorch.py

image_processing_yolos.py

image_processing_yolos_fast.py

modeling_yolos.py

modular_yolos.py

__init__.py

configuration_yoso.py

convert_yoso_pytorch_to_pytorch.py

modeling_yoso.py

__init__.py

configuration_youtu.py

modeling_youtu.py

modular_youtu.py

__init__.py

configuration_zamba.py

modeling_zamba.py

__init__.py

configuration_zamba2.py

modeling_zamba2.py

modular_zamba2.py

__init__.py

configuration_zoedepth.py

convert_zoedepth_to_hf.py

image_processing_zoedepth.py

image_processing_zoedepth_fast.py

modeling_zoedepth.py

__init__.py

chunk_utils.py

data_transforms.py

feats.py

loss.py

protein.py

residue_constants.py

rigid_utils.py

tensor_utils.py

Model Implementations2179

__init__.py

configuration_afmoe.py

modeling_afmoe.py

modular_afmoe.py

__init__.py

configuration_aimv2.py

convert_aimv2_original_pytorch_to_hf.py

modeling_aimv2.py

modular_aimv2.py

__init__.py

configuration_albert.py

convert_albert_original_tf_checkpoint_to_pytorch.py

modeling_albert.py

tokenization_albert.py

__init__.py

configuration_align.py

convert_align_tf_to_hf.py

modeling_align.py

processing_align.py

__init__.py

configuration_altclip.py

modeling_altclip.py

processing_altclip.py

__init__.py

configuration_apertus.py

modeling_apertus.py

modular_apertus.py

__init__.py

configuration_arcee.py

modeling_arcee.py

modular_arcee.py

__init__.py

configuration_aria.py

convert_aria_weights_to_hf.py

image_processing_aria.py

modeling_aria.py

modular_aria.py

processing_aria.py

__init__.py

configuration_audio_spectrogram_transformer.py

convert_audio_spectrogram_transformer_original_to_pytorch.py

feature_extraction_audio_spectrogram_transformer.py

modeling_audio_spectrogram_transformer.py

__init__.py

configuration_audioflamingo3.py

convert_audioflamingo3_to_hf.py

modeling_audioflamingo3.py

modular_audioflamingo3.py

processing_audioflamingo3.py

__init__.py

auto_factory.py

configuration_auto.py

feature_extraction_auto.py

image_processing_auto.py

modeling_auto.py

processing_auto.py

tokenization_auto.py

video_processing_auto.py

__init__.py

configuration_autoformer.py

modeling_autoformer.py

__init__.py

configuration_aya_vision.py

modeling_aya_vision.py

modular_aya_vision.py

processing_aya_vision.py

__init__.py

configuration_bamba.py

convert_mamba_ssm_checkpoint.py

modeling_bamba.py

modular_bamba.py

__init__.py

configuration_bark.py

convert_suno_to_hf.py

generation_configuration_bark.py

modeling_bark.py

processing_bark.py

__init__.py

configuration_bart.py

convert_bart_original_pytorch_checkpoint_to_pytorch.py

modeling_bart.py

tokenization_bart.py

__init__.py

tokenization_barthez.py

__init__.py

configuration_beit.py

convert_beit_unilm_to_pytorch.py

image_processing_beit.py

image_processing_beit_fast.py

modeling_beit.py

__init__.py

tokenization_bartpho.py

__init__.py

configuration_bert.py

convert_bert_original_tf2_checkpoint_to_pytorch.py

convert_bert_original_tf_checkpoint_to_pytorch.py

convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py

modeling_bert.py

tokenization_bert.py

tokenization_bert_legacy.py

__init__.py

configuration_bert_generation.py

modeling_bert_generation.py

tokenization_bert_generation.py

__init__.py

tokenization_bert_japanese.py

__init__.py

tokenization_bertweet.py

__init__.py

configuration_big_bird.py

convert_bigbird_original_tf_checkpoint_to_pytorch.py

modeling_big_bird.py

tokenization_big_bird.py

__init__.py

configuration_bigbird_pegasus.py

convert_bigbird_pegasus_tf_to_pytorch.py

modeling_bigbird_pegasus.py

__init__.py

configuration_biogpt.py

convert_biogpt_original_pytorch_checkpoint_to_pytorch.py

modeling_biogpt.py

modular_biogpt.py

tokenization_biogpt.py

__init__.py

configuration_bit.py

convert_bit_to_pytorch.py

image_processing_bit.py

image_processing_bit_fast.py

modeling_bit.py

__init__.py

configuration_bitnet.py

modeling_bitnet.py

modular_bitnet.py

__init__.py

configuration_blenderbot.py

convert_blenderbot_original_pytorch_checkpoint_to_pytorch.py

modeling_blenderbot.py

tokenization_blenderbot.py

__init__.py

configuration_blenderbot_small.py

modeling_blenderbot_small.py

tokenization_blenderbot_small.py

__init__.py

configuration_blip.py

convert_blip_original_pytorch_to_hf.py

image_processing_blip.py

image_processing_blip_fast.py

modeling_blip.py

modeling_blip_text.py

processing_blip.py

__init__.py

configuration_blip_2.py

convert_blip_2_original_to_pytorch.py

modeling_blip_2.py

processing_blip_2.py

__init__.py

configuration_bloom.py

convert_bloom_original_checkpoint_to_pytorch.py

modeling_bloom.py

__init__.py

configuration_blt.py

convert_blt_weights_to_hf.py

modeling_blt.py

modular_blt.py

__init__.py

configuration_bridgetower.py

image_processing_bridgetower.py

image_processing_bridgetower_fast.py

modeling_bridgetower.py

processing_bridgetower.py

__init__.py

configuration_bros.py

convert_bros_to_pytorch.py

modeling_bros.py

processing_bros.py

__init__.py

convert_byt5_original_tf_checkpoint_to_pytorch.py

tokenization_byt5.py

__init__.py

configuration_camembert.py

modeling_camembert.py

modular_camembert.py

tokenization_camembert.py

__init__.py

configuration_canine.py

convert_canine_original_tf_checkpoint_to_pytorch.py

modeling_canine.py

tokenization_canine.py

__init__.py

configuration_chameleon.py

convert_chameleon_weights_to_hf.py

image_processing_chameleon.py

image_processing_chameleon_fast.py

modeling_chameleon.py

processing_chameleon.py

__init__.py

configuration_chinese_clip.py

convert_chinese_clip_original_pytorch_to_hf.py

image_processing_chinese_clip.py

image_processing_chinese_clip_fast.py

modeling_chinese_clip.py

processing_chinese_clip.py

__init__.py

configuration_clap.py

convert_clap_original_pytorch_to_hf.py

feature_extraction_clap.py

modeling_clap.py

processing_clap.py

__init__.py

configuration_clip.py

convert_clip_original_pytorch_to_hf.py

image_processing_clip.py

image_processing_clip_fast.py

modeling_clip.py

processing_clip.py

tokenization_clip.py

__init__.py

configuration_clipseg.py

convert_clipseg_original_pytorch_to_hf.py

modeling_clipseg.py

processing_clipseg.py

__init__.py

configuration_clvp.py

convert_clvp_to_hf.py

feature_extraction_clvp.py

modeling_clvp.py

number_normalizer.py

processing_clvp.py

tokenization_clvp.py

__init__.py

tokenization_code_llama.py

__init__.py

configuration_codegen.py

modeling_codegen.py

tokenization_codegen.py

__init__.py

configuration_cohere.py

modeling_cohere.py

modular_cohere.py

tokenization_cohere.py

__init__.py

configuration_cohere2.py

modeling_cohere2.py

modular_cohere2.py

__init__.py

configuration_cohere2_vision.py

image_processing_cohere2_vision_fast.py

modeling_cohere2_vision.py

modular_cohere2_vision.py

processing_cohere2_vision.py

__init__.py

configuration_colpali.py

convert_colpali_weights_to_hf.py

modeling_colpali.py

modular_colpali.py

processing_colpali.py

__init__.py

configuration_colqwen2.py

convert_colqwen2_weights_to_hf.py

modeling_colqwen2.py

modular_colqwen2.py

processing_colqwen2.py

__init__.py

configuration_conditional_detr.py

convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.py

image_processing_conditional_detr.py

image_processing_conditional_detr_fast.py

modeling_conditional_detr.py

modular_conditional_detr.py

__init__.py

configuration_convbert.py

convert_convbert_original_tf1_checkpoint_to_pytorch.py

modeling_convbert.py

tokenization_convbert.py

__init__.py

configuration_convnext.py

convert_convnext_to_pytorch.py

image_processing_convnext.py

image_processing_convnext_fast.py

modeling_convnext.py

__init__.py

configuration_convnextv2.py

convert_convnextv2_to_pytorch.py

modeling_convnextv2.py

__init__.py

tokenization_cpm.py

tokenization_cpm_fast.py

__init__.py

configuration_cpmant.py

modeling_cpmant.py

tokenization_cpmant.py

__init__.py

configuration_csm.py

convert_csm.py

generation_csm.py

modeling_csm.py

modular_csm.py

processing_csm.py

__init__.py

configuration_ctrl.py

modeling_ctrl.py

tokenization_ctrl.py

__init__.py

configuration_cvt.py

convert_cvt_original_pytorch_checkpoint_to_pytorch.py

modeling_cvt.py

__init__.py

configuration_cwm.py

modeling_cwm.py

modular_cwm.py

__init__.py

configuration_d_fine.py

convert_d_fine_original_pytorch_checkpoint_to_hf.py

modeling_d_fine.py

modular_d_fine.py

__init__.py

configuration_dab_detr.py

convert_dab_detr_original_pytorch_checkpoint_to_pytorch.py

modeling_dab_detr.py

__init__.py

configuration_dac.py

convert_dac_checkpoint.py

feature_extraction_dac.py

modeling_dac.py

__init__.py

configuration_data2vec_audio.py

configuration_data2vec_text.py

configuration_data2vec_vision.py

convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.py

convert_data2vec_text_original_pytorch_checkpoint_to_pytorch.py

convert_data2vec_vision_original_pytorch_checkpoint_to_pytorch.py

modeling_data2vec_audio.py

modeling_data2vec_text.py

modeling_data2vec_vision.py

modular_data2vec_audio.py

modular_data2vec_text.py

__init__.py

configuration_dbrx.py

modeling_dbrx.py

modular_dbrx.py

__init__.py

configuration_deberta.py

modeling_deberta.py

tokenization_deberta.py

__init__.py

configuration_deberta_v2.py

modeling_deberta_v2.py

tokenization_deberta_v2.py

__init__.py

configuration_decision_transformer.py

modeling_decision_transformer.py

__init__.py

configuration_deepseek_v2.py

modeling_deepseek_v2.py

modular_deepseek_v2.py

__init__.py

configuration_deepseek_v3.py

modeling_deepseek_v3.py

modular_deepseek_v3.py

__init__.py

configuration_deepseek_vl.py

convert_deepseek_vl_weights_to_hf.py

image_processing_deepseek_vl.py

image_processing_deepseek_vl_fast.py

modeling_deepseek_vl.py

modular_deepseek_vl.py

processing_deepseek_vl.py

__init__.py

configuration_deepseek_vl_hybrid.py

convert_deepseek_vl_hybrid_weights_to_hf.py

image_processing_deepseek_vl_hybrid.py

image_processing_deepseek_vl_hybrid_fast.py

modeling_deepseek_vl_hybrid.py

modular_deepseek_vl_hybrid.py

processing_deepseek_vl_hybrid.py

__init__.py

configuration_deformable_detr.py

convert_deformable_detr_to_pytorch.py

image_processing_deformable_detr.py

image_processing_deformable_detr_fast.py

modeling_deformable_detr.py

modular_deformable_detr.py

__init__.py

configuration_deit.py

convert_deit_timm_to_pytorch.py

image_processing_deit.py

image_processing_deit_fast.py

modeling_deit.py

__init__.py

configuration_depth_anything.py

convert_depth_anything_to_hf.py

convert_distill_any_depth_to_hf.py

modeling_depth_anything.py

__init__.py

configuration_depth_pro.py

convert_depth_pro_weights_to_hf.py

image_processing_depth_pro.py

image_processing_depth_pro_fast.py

modeling_depth_pro.py

__init__.py

configuration_detr.py

convert_detr_original_pytorch_checkpoint_to_pytorch.py

convert_detr_to_pytorch.py

image_processing_detr.py

image_processing_detr_fast.py

modeling_detr.py

__init__.py

configuration_dia.py

convert_dia_to_hf.py

feature_extraction_dia.py

generation_dia.py

modeling_dia.py

modular_dia.py

processing_dia.py

tokenization_dia.py

__init__.py

convert_dialogpt_original_pytorch_checkpoint_to_pytorch.py

__init__.py

configuration_diffllama.py

modeling_diffllama.py

modular_diffllama.py

__init__.py

configuration_dinat.py

modeling_dinat.py

__init__.py

configuration_dinov2.py

convert_dinov2_to_hf.py

modeling_dinov2.py

__init__.py

configuration_dinov2_with_registers.py

convert_dinov2_with_registers_to_hf.py

modeling_dinov2_with_registers.py

modular_dinov2_with_registers.py

__init__.py

configuration_dinov3_convnext.py

convert_dinov3_convnext_to_hf.py

modeling_dinov3_convnext.py

__init__.py

configuration_dinov3_vit.py

convert_dinov3_vit_to_hf.py

image_processing_dinov3_vit_fast.py

modeling_dinov3_vit.py

modular_dinov3_vit.py

__init__.py

configuration_distilbert.py

modeling_distilbert.py

tokenization_distilbert.py

__init__.py

convert_dit_unilm_to_pytorch.py

__init__.py

configuration_doge.py

convert_doge_weights_to_hf.py

modeling_doge.py

modular_doge.py

__init__.py

configuration_donut_swin.py

convert_donut_to_pytorch.py

image_processing_donut.py

image_processing_donut_fast.py

modeling_donut_swin.py

processing_donut.py

__init__.py

configuration_dots1.py

modeling_dots1.py

modular_dots1.py

__init__.py

configuration_dpr.py

convert_dpr_original_checkpoint_to_pytorch.py

modeling_dpr.py

tokenization_dpr.py

tokenization_dpr_fast.py

__init__.py

configuration_edgetam.py

convert_edgetam_to_hf.py

modeling_edgetam.py

modular_edgetam.py

__init__.py

configuration_edgetam_video.py

convert_edgetam_video_to_hf.py

modeling_edgetam_video.py

modular_edgetam_video.py

__init__.py

configuration_dpt.py

convert_dinov2_depth_to_hf.py

convert_dpt_beit_to_hf.py

convert_dpt_hybrid_to_pytorch.py

convert_dpt_swinv2_to_hf.py

convert_dpt_to_pytorch.py

image_processing_dpt.py

image_processing_dpt_fast.py

modeling_dpt.py

modular_dpt.py

__init__.py

configuration_efficientnet.py

convert_efficientnet_to_pytorch.py

image_processing_efficientnet.py

image_processing_efficientnet_fast.py

modeling_efficientnet.py

__init__.py

configuration_efficientloftr.py

convert_efficientloftr_to_hf.py

image_processing_efficientloftr.py

image_processing_efficientloftr_fast.py

modeling_efficientloftr.py

modular_efficientloftr.py

__init__.py

configuration_electra.py

convert_electra_original_tf_checkpoint_to_pytorch.py

modeling_electra.py

__init__.py

configuration_emu3.py

convert_emu3_weights_to_hf.py

image_processing_emu3.py

modeling_emu3.py

modular_emu3.py

processing_emu3.py

__init__.py

configuration_encodec.py

convert_encodec_checkpoint_to_pytorch.py

feature_extraction_encodec.py

modeling_encodec.py

__init__.py

configuration_encoder_decoder.py

modeling_encoder_decoder.py

__init__.py

configuration_eomt.py

convert_eomt_to_hf.py

image_processing_eomt.py

image_processing_eomt_fast.py

modeling_eomt.py

modular_eomt.py

__init__.py

configuration_eomt_dinov3.py

convert_eomt_dinov3_to_hf.py

modeling_eomt_dinov3.py

modular_eomt_dinov3.py

__init__.py

configuration_ernie.py

modeling_ernie.py

modular_ernie.py

__init__.py

configuration_ernie4_5.py

convert_ernie4_5_tokenizer.py

modeling_ernie4_5.py

modular_ernie4_5.py

__init__.py

configuration_ernie4_5_moe.py

modeling_ernie4_5_moe.py

modular_ernie4_5_moe.py

__init__.py

configuration_ernie4_5_vl_moe.py

convert_ernie4_5_vl_moe_to_hf.py

image_processing_ernie4_5_vl_moe.py

image_processing_ernie4_5_vl_moe_fast.py

modeling_ernie4_5_vl_moe.py

modular_ernie4_5_vl_moe.py

processing_ernie4_5_vl_moe.py

video_processing_ernie4_5_vl_moe.py

__init__.py

configuration_esm.py

convert_esm.py

modeling_esm.py

modeling_esmfold.py

tokenization_esm.py

__init__.py

configuration_evolla.py

modeling_evolla.py

modular_evolla.py

processing_evolla.py

__init__.py

configuration_exaone4.py

modeling_exaone4.py

modular_exaone4.py

__init__.py

configuration_exaone_moe.py

modeling_exaone_moe.py

modular_exaone_moe.py

__init__.py

configuration_falcon.py

convert_custom_code_checkpoint.py

modeling_falcon.py

__init__.py

configuration_falcon_mamba.py

modeling_falcon_mamba.py

modular_falcon_mamba.py

__init__.py

configuration_fast_vlm.py

convert_fastvlm_weights_to_hf.py

modeling_fast_vlm.py

modular_fast_vlm.py

__init__.py

configuration_falcon_h1.py

convert_mamba_ssm_checkpoint.py

modeling_falcon_h1.py

modular_falcon_h1.py

__init__.py

configuration_fastspeech2_conformer.py

convert_fastspeech2_conformer_original_pytorch_checkpoint_to_pytorch.py

convert_hifigan.py

convert_model_with_hifigan.py

modeling_fastspeech2_conformer.py

tokenization_fastspeech2_conformer.py

__init__.py

configuration_flaubert.py

modeling_flaubert.py

tokenization_flaubert.py

__init__.py

configuration_flava.py

convert_dalle_to_flava_codebook.py

convert_flava_original_pytorch_to_hf.py

image_processing_flava.py

image_processing_flava_fast.py

modeling_flava.py

processing_flava.py

__init__.py

configuration_flex_olmo.py

modeling_flex_olmo.py

modular_flex_olmo.py

__init__.py

configuration_florence2.py

convert_florence2_original_pytorch_to_hf.py

modeling_florence2.py

modular_florence2.py

processing_florence2.py

__init__.py

configuration_fnet.py

convert_fnet_original_flax_checkpoint_to_pytorch.py

modeling_fnet.py

tokenization_fnet.py

__init__.py

configuration_focalnet.py

convert_focalnet_to_hf_format.py

modeling_focalnet.py

__init__.py

configuration_fsmt.py

convert_fsmt_original_pytorch_checkpoint_to_pytorch.py

modeling_fsmt.py

tokenization_fsmt.py

__init__.py

configuration_funnel.py

convert_funnel_original_tf_checkpoint_to_pytorch.py

modeling_funnel.py

tokenization_funnel.py

__init__.py

configuration_fuyu.py

convert_fuyu_model_weights_to_hf.py

image_processing_fuyu.py

image_processing_fuyu_fast.py

modeling_fuyu.py

processing_fuyu.py

__init__.py

configuration_gemma.py

convert_gemma_weights_to_hf.py

modeling_gemma.py

modular_gemma.py

tokenization_gemma.py

__init__.py

configuration_gemma2.py

convert_gemma2_weights_to_hf.py

modeling_gemma2.py

modular_gemma2.py

__init__.py

configuration_gemma3.py

convert_gemma3_weights.py

image_processing_gemma3.py

image_processing_gemma3_fast.py

modeling_gemma3.py

modular_gemma3.py

processing_gemma3.py

__init__.py

configuration_gemma3n.py

convert_gemma3n_weights.py

feature_extraction_gemma3n.py

modeling_gemma3n.py

modular_gemma3n.py

processing_gemma3n.py

__init__.py

configuration_git.py

convert_git_to_pytorch.py

modeling_git.py

processing_git.py

__init__.py

configuration_glm.py

convert_glm_weights_to_hf.py

modeling_glm.py

modular_glm.py

__init__.py

configuration_glm4.py

convert_glm4_weights_to_hf.py

modeling_glm4.py

modular_glm4.py

__init__.py

configuration_glm46v.py

image_processing_glm46v.py

image_processing_glm46v_fast.py

modeling_glm46v.py

modular_glm46v.py

processing_glm46v.py

video_processing_glm46v.py

__init__.py

configuration_glm4_moe.py

modeling_glm4_moe.py

modular_glm4_moe.py

__init__.py

configuration_glm4_moe_lite.py

modeling_glm4_moe_lite.py

modular_glm4_moe_lite.py

__init__.py

configuration_glm4v.py

convert_glm4v_mgt_weights_to_hf.py

image_processing_glm4v.py

image_processing_glm4v_fast.py

modeling_glm4v.py

modular_glm4v.py

processing_glm4v.py

video_processing_glm4v.py

__init__.py

configuration_glm4v_moe.py

convert_glm4v_moe_mgt_weights_to_hf.py

modeling_glm4v_moe.py

modular_glm4v_moe.py

__init__.py

configuration_glm_image.py

image_processing_glm_image.py

image_processing_glm_image_fast.py

modeling_glm_image.py

modular_glm_image.py

processing_glm_image.py

__init__.py

configuration_glm_moe_dsa.py

modeling_glm_moe_dsa.py

modular_glm_moe_dsa.py

__init__.py

configuration_glm_ocr.py

modeling_glm_ocr.py

modular_glm_ocr.py

__init__.py

configuration_glmasr.py

convert_glmasr_weights_to_hf.py

modeling_glmasr.py

modular_glmasr.py

processing_glmasr.py

__init__.py

configuration_glpn.py

convert_glpn_to_pytorch.py

image_processing_glpn.py

image_processing_glpn_fast.py

modeling_glpn.py

__init__.py

configuration_got_ocr2.py

convert_got_ocr2_weights_to_hf.py

image_processing_got_ocr2.py

image_processing_got_ocr2_fast.py

modeling_got_ocr2.py

modular_got_ocr2.py

processing_got_ocr2.py

__init__.py

configuration_gpt2.py

convert_gpt2_original_tf_checkpoint_to_pytorch.py

modeling_gpt2.py

tokenization_gpt2.py

__init__.py

configuration_gpt_bigcode.py

modeling_gpt_bigcode.py

__init__.py

configuration_gpt_neo.py

convert_gpt_neo_mesh_tf_to_pytorch.py

modeling_gpt_neo.py

__init__.py

configuration_gpt_neox.py

modeling_gpt_neox.py

modular_gpt_neox.py

tokenization_gpt_neox.py

__init__.py

configuration_gpt_neox_japanese.py

modeling_gpt_neox_japanese.py

tokenization_gpt_neox_japanese.py

__init__.py

configuration_gpt_oss.py

convert_gpt_oss_weights_to_hf.py

modeling_gpt_oss.py

modular_gpt_oss.py

__init__.py

convert_megatron_to_pytorch.py

tokenization_gpt_sw3.py

__init__.py

configuration_gptj.py

modeling_gptj.py

__init__.py

configuration_granite.py

modeling_granite.py

modular_granite.py

__init__.py

configuration_granite_speech.py

feature_extraction_granite_speech.py

modeling_granite_speech.py

processing_granite_speech.py

__init__.py

configuration_granitemoe.py

modeling_granitemoe.py

modular_granitemoe.py

__init__.py

configuration_granitemoehybrid.py

modeling_granitemoehybrid.py

modular_granitemoehybrid.py

__init__.py

configuration_granitemoeshared.py

modeling_granitemoeshared.py

modular_granitemoeshared.py

__init__.py

configuration_grounding_dino.py

convert_grounding_dino_to_hf.py

image_processing_grounding_dino.py

image_processing_grounding_dino_fast.py

modeling_grounding_dino.py

modular_grounding_dino.py

processing_grounding_dino.py

__init__.py

configuration_groupvit.py

convert_groupvit_nvlab_to_hf.py

modeling_groupvit.py

__init__.py

configuration_helium.py

modeling_helium.py

modular_helium.py

__init__.py

tokenization_herbert.py

__init__.py

configuration_hgnet_v2.py

modeling_hgnet_v2.py

modular_hgnet_v2.py

__init__.py

configuration_hiera.py

convert_hiera_to_hf.py

modeling_hiera.py

__init__.py

configuration_hubert.py

convert_distilhubert_original_s3prl_checkpoint_to_pytorch.py

convert_hubert_original_pytorch_checkpoint_to_pytorch.py

convert_hubert_original_s3prl_checkpoint_to_pytorch.py

modeling_hubert.py

modular_hubert.py

__init__.py

configuration_hunyuan_v1_dense.py

modeling_hunyuan_v1_dense.py

modular_hunyuan_v1_dense.py

__init__.py

configuration_hunyuan_v1_moe.py

modeling_hunyuan_v1_moe.py

modular_hunyuan_v1_moe.py

__init__.py

configuration_ibert.py

modeling_ibert.py

quant_modules.py

__init__.py

configuration_idefics.py

image_processing_idefics.py

modeling_idefics.py

perceiver.py

processing_idefics.py

vision.py

__init__.py

configuration_idefics2.py

convert_idefics2_weights_to_hf.py

image_processing_idefics2.py

image_processing_idefics2_fast.py

modeling_idefics2.py

processing_idefics2.py

__init__.py

configuration_idefics3.py

convert_idefics3_weights_to_hf.py

image_processing_idefics3.py

image_processing_idefics3_fast.py

modeling_idefics3.py

processing_idefics3.py

__init__.py

configuration_ijepa.py

convert_ijepa_to_hf.py

modeling_ijepa.py

modular_ijepa.py

__init__.py

configuration_imagegpt.py

convert_imagegpt_original_tf2_to_pytorch.py

image_processing_imagegpt.py

image_processing_imagegpt_fast.py

modeling_imagegpt.py

__init__.py

configuration_informer.py

modeling_informer.py

modular_informer.py

__init__.py

configuration_instructblip.py

convert_instructblip_original_to_pytorch.py

modeling_instructblip.py

processing_instructblip.py

__init__.py

configuration_instructblipvideo.py

convert_instructblipvideo_original_to_pytorch.py

modeling_instructblipvideo.py

modular_instructblipvideo.py

processing_instructblipvideo.py

video_processing_instructblipvideo.py

__init__.py

configuration_internvl.py

convert_internvl_weights_to_hf.py

modeling_internvl.py

modular_internvl.py

processing_internvl.py

video_processing_internvl.py

__init__.py

configuration_jais2.py

modeling_jais2.py

modular_jais2.py

__init__.py

configuration_jamba.py

modeling_jamba.py

modular_jamba.py

__init__.py

configuration_janus.py

convert_janus_weights_to_hf.py

image_processing_janus.py

image_processing_janus_fast.py

modeling_janus.py

modular_janus.py

processing_janus.py

__init__.py

configuration_kosmos2.py

convert_kosmos2_original_pytorch_checkpoint_to_pytorch.py

modeling_kosmos2.py

processing_kosmos2.py

__init__.py

configuration_jetmoe.py

modeling_jetmoe.py

modular_jetmoe.py

__init__.py

configuration_kosmos2_5.py

convert_kosmos2_5.py

image_processing_kosmos2_5.py

image_processing_kosmos2_5_fast.py

modeling_kosmos2_5.py

processing_kosmos2_5.py

__init__.py

configuration_kyutai_speech_to_text.py

convert_kyutai_speech_to_text_to_hf.py

feature_extraction_kyutai_speech_to_text.py

modeling_kyutai_speech_to_text.py

modular_kyutai_speech_to_text.py

processing_kyutai_speech_to_text.py

__init__.py

configuration_lasr.py

feature_extraction_lasr.py

modeling_lasr.py

modular_lasr.py

processing_lasr.py

tokenization_lasr.py

__init__.py

configuration_layoutlm.py

modeling_layoutlm.py

__init__.py

configuration_layoutlmv2.py

image_processing_layoutlmv2.py

image_processing_layoutlmv2_fast.py

modeling_layoutlmv2.py

processing_layoutlmv2.py

tokenization_layoutlmv2.py

__init__.py

configuration_layoutlmv3.py

image_processing_layoutlmv3.py

image_processing_layoutlmv3_fast.py

modeling_layoutlmv3.py

processing_layoutlmv3.py

tokenization_layoutlmv3.py

__init__.py

configuration_layoutxlm.py

modular_layoutxlm.py

processing_layoutxlm.py

tokenization_layoutxlm.py

__init__.py

configuration_led.py

modeling_led.py

__init__.py

configuration_levit.py

convert_levit_timm_to_pytorch.py

image_processing_levit.py

image_processing_levit_fast.py

modeling_levit.py

__init__.py

configuration_lfm2.py

modeling_lfm2.py

modular_lfm2.py

__init__.py

configuration_lfm2_moe.py

modeling_lfm2_moe.py

modular_lfm2_moe.py

__init__.py

configuration_lfm2_vl.py

image_processing_lfm2_vl_fast.py

modeling_lfm2_vl.py

modular_lfm2_vl.py

processing_lfm2_vl.py

__init__.py

configuration_lightglue.py

convert_lightglue_to_hf.py

image_processing_lightglue.py

image_processing_lightglue_fast.py

modeling_lightglue.py

modular_lightglue.py

__init__.py

configuration_lighton_ocr.py

modeling_lighton_ocr.py

modular_lighton_ocr.py

processing_lighton_ocr.py

__init__.py

configuration_lilt.py

modeling_lilt.py

__init__.py

configuration_llama.py

convert_llama_weights_to_hf.py

modeling_llama.py

tokenization_llama.py

__init__.py

configuration_llama4.py

convert_llama4_weights_to_hf.py

image_processing_llama4_fast.py

modeling_llama4.py

processing_llama4.py

__init__.py

configuration_llava.py

convert_llava_weights_to_hf.py

image_processing_llava.py

image_processing_llava_fast.py

modeling_llava.py

processing_llava.py

__init__.py

configuration_llava_next.py

convert_llava_next_weights_to_hf.py

image_processing_llava_next.py

image_processing_llava_next_fast.py

modeling_llava_next.py

processing_llava_next.py

__init__.py

configuration_llava_next_video.py

convert_llava_next_video_weights_to_hf.py

modeling_llava_next_video.py

modular_llava_next_video.py

processing_llava_next_video.py

video_processing_llava_next_video.py

__init__.py

configuration_llava_onevision.py

convert_llava_onevision_weights_to_hf.py

image_processing_llava_onevision.py

image_processing_llava_onevision_fast.py

modeling_llava_onevision.py

modular_llava_onevision.py

processing_llava_onevision.py

video_processing_llava_onevision.py

__init__.py

configuration_longcat_flash.py

modeling_longcat_flash.py

modular_longcat_flash.py

__init__.py

configuration_longformer.py

convert_longformer_original_pytorch_lightning_to_pytorch.py

modeling_longformer.py

__init__.py

configuration_longt5.py

modeling_longt5.py

__init__.py

configuration_luke.py

convert_luke_original_pytorch_checkpoint_to_pytorch.py

modeling_luke.py

tokenization_luke.py

__init__.py

configuration_lw_detr.py

convert_lw_detr_to_hf.py

modeling_lw_detr.py

modular_lw_detr.py

__init__.py

configuration_lxmert.py

convert_lxmert_original_tf_checkpoint_to_pytorch.py

modeling_lxmert.py

__init__.py

configuration_m2m_100.py

convert_m2m100_original_checkpoint_to_pytorch.py

modeling_m2m_100.py

tokenization_m2m_100.py

__init__.py

configuration_mamba.py

convert_mamba_ssm_checkpoint_to_pytorch.py

modeling_mamba.py

__init__.py

configuration_mamba2.py

convert_mamba2_ssm_checkpoint_to_pytorch.py

modeling_mamba2.py

__init__.py

configuration_marian.py

convert_marian_tatoeba_to_pytorch.py

convert_marian_to_pytorch.py

modeling_marian.py

tokenization_marian.py

__init__.py

configuration_markuplm.py

feature_extraction_markuplm.py

modeling_markuplm.py

processing_markuplm.py

tokenization_markuplm.py

__init__.py

configuration_mask2former.py

convert_mask2former_original_pytorch_checkpoint_to_pytorch.py

image_processing_mask2former.py

image_processing_mask2former_fast.py

modeling_mask2former.py

modular_mask2former.py

__init__.py

configuration_maskformer.py

configuration_maskformer_swin.py

convert_maskformer_original_pytorch_checkpoint_to_pytorch.py

convert_maskformer_resnet_to_pytorch.py

convert_maskformer_swin_to_pytorch.py

image_processing_maskformer.py

image_processing_maskformer_fast.py

modeling_maskformer.py

modeling_maskformer_swin.py

__init__.py

configuration_mbart.py

convert_mbart_original_checkpoint_to_pytorch.py

modeling_mbart.py

tokenization_mbart.py

__init__.py

tokenization_mbart50.py

__init__.py

configuration_megatron_bert.py

convert_megatron_bert_checkpoint.py

modeling_megatron_bert.py

__init__.py

checkpoint_reshaping_and_interoperability.py

convert_megatron_gpt2_checkpoint.py

__init__.py

configuration_metaclip_2.py

convert_metaclip_2_to_hf.py

modeling_metaclip_2.py

modular_metaclip_2.py

__init__.py

configuration_mgp_str.py

modeling_mgp_str.py

processing_mgp_str.py

tokenization_mgp_str.py

__init__.py

configuration_mimi.py

convert_mimi_checkpoint_to_pytorch.py

modeling_mimi.py

__init__.py

configuration_minimax.py

modeling_minimax.py

modular_minimax.py

__init__.py

configuration_minimax_m2.py

modeling_minimax_m2.py

modular_minimax_m2.py

__init__.py

configuration_ministral.py

modeling_ministral.py

modular_ministral.py

__init__.py

configuration_ministral3.py

convert_ministral3_weights_to_hf.py

modeling_ministral3.py

modular_ministral3.py

__init__.py

configuration_mistral3.py

convert_mistral3_weights_to_hf.py

modeling_mistral3.py

modular_mistral3.py

__init__.py

configuration_mistral.py

convert_mistral_weights_to_hf.py

modeling_mistral.py

modular_mistral.py

__init__.py

configuration_mixtral.py

convert_mixtral_weights_to_hf.py

modeling_mixtral.py

modular_mixtral.py

__init__.py

configuration_mlcd.py

convert_mlcd_weights_to_hf.py

modeling_mlcd.py

modular_mlcd.py

__init__.py

configuration_mllama.py

convert_mllama_weights_to_hf.py

image_processing_mllama.py

image_processing_mllama_fast.py

modeling_mllama.py

processing_mllama.py

__init__.py

convert_mluke_original_pytorch_checkpoint_to_pytorch.py

tokenization_mluke.py

__init__.py

configuration_mm_grounding_dino.py

convert_mm_grounding_dino_to_hf.py

modeling_mm_grounding_dino.py

modular_mm_grounding_dino.py

__init__.py

configuration_mobilebert.py

convert_mobilebert_original_tf_checkpoint_to_pytorch.py

modeling_mobilebert.py

tokenization_mobilebert.py

__init__.py

configuration_mobilenet_v1.py

convert_original_tf_checkpoint_to_pytorch.py

image_processing_mobilenet_v1.py

image_processing_mobilenet_v1_fast.py

modeling_mobilenet_v1.py

__init__.py

configuration_mobilenet_v2.py

convert_original_tf_checkpoint_to_pytorch.py

image_processing_mobilenet_v2.py

image_processing_mobilenet_v2_fast.py

modeling_mobilenet_v2.py

__init__.py

configuration_mobilevit.py

convert_mlcvnets_to_pytorch.py

image_processing_mobilevit.py

image_processing_mobilevit_fast.py

modeling_mobilevit.py

__init__.py

configuration_mobilevitv2.py

convert_mlcvnets_to_pytorch.py

modeling_mobilevitv2.py

__init__.py

configuration_modernbert.py

modeling_modernbert.py

modular_modernbert.py

__init__.py

configuration_modernbert_decoder.py

modeling_modernbert_decoder.py

modular_modernbert_decoder.py

__init__.py

configuration_moonshine.py

convert_usefulsensors_to_hf.py

modeling_moonshine.py

modular_moonshine.py

__init__.py

configuration_moonshine_streaming.py

modeling_moonshine_streaming.py

modular_moonshine_streaming.py

processing_moonshine_streaming.py

__init__.py

configuration_moshi.py

convert_moshi_transformers.py

modeling_moshi.py

__init__.py

configuration_mpnet.py

modeling_mpnet.py

tokenization_mpnet.py

__init__.py

configuration_mpt.py

modeling_mpt.py

__init__.py

configuration_mra.py

convert_mra_pytorch_to_pytorch.py

modeling_mra.py

__init__.py

configuration_mt5.py

modeling_mt5.py

__init__.py

configuration_musicgen.py

convert_musicgen_transformers.py

modeling_musicgen.py

processing_musicgen.py

__init__.py

configuration_musicgen_melody.py

convert_musicgen_melody_transformers.py

feature_extraction_musicgen_melody.py

modeling_musicgen_melody.py

processing_musicgen_melody.py

__init__.py

configuration_mvp.py

modeling_mvp.py

__init__.py

convert_myt5_original_tf_checkpoint_to_pytorch.py

tokenization_myt5.py

__init__.py

configuration_nemotron.py

convert_nemotron_nemo_to_hf.py

modeling_nemotron.py

__init__.py

configuration_nanochat.py

convert_nanochat_checkpoints.py

modeling_nanochat.py

modular_nanochat.py

__init__.py

tokenization_nllb.py

__init__.py

configuration_nllb_moe.py

convert_nllb_moe_sharded_original_checkpoint_to_pytorch.py

modeling_nllb_moe.py

__init__.py

convert_nougat_to_hf.py

image_processing_nougat.py

image_processing_nougat_fast.py

processing_nougat.py

tokenization_nougat.py

__init__.py

configuration_olmo.py

convert_olmo_weights_to_hf.py

modeling_olmo.py

modular_olmo.py

__init__.py

configuration_nystromformer.py

convert_nystromformer_original_pytorch_checkpoint_to_pytorch.py

modeling_nystromformer.py

__init__.py

configuration_olmo2.py

convert_olmo2_weights_to_hf.py

modeling_olmo2.py

modular_olmo2.py

__init__.py

configuration_olmo3.py

convert_olmo3_weights_to_hf.py

modeling_olmo3.py

modular_olmo3.py

__init__.py

configuration_olmoe.py

convert_olmoe_weights_to_hf.py

modeling_olmoe.py

modular_olmoe.py

__init__.py

configuration_omdet_turbo.py

convert_omdet_turbo_to_hf.py

modeling_omdet_turbo.py

processing_omdet_turbo.py

__init__.py

configuration_oneformer.py

convert_to_hf_oneformer.py

image_processing_oneformer.py

image_processing_oneformer_fast.py

modeling_oneformer.py

processing_oneformer.py

__init__.py

configuration_openai.py

convert_openai_original_tf_checkpoint_to_pytorch.py

modeling_openai.py

tokenization_openai.py

__init__.py

configuration_opt.py

convert_opt_original_pytorch_checkpoint_to_pytorch.py

modeling_opt.py

__init__.py

configuration_ovis2.py

convert_ovis2_weights_to_hf.py

image_processing_ovis2.py

image_processing_ovis2_fast.py

modeling_ovis2.py

modular_ovis2.py

processing_ovis2.py

__init__.py

configuration_owlv2.py

convert_owlv2_to_hf.py

image_processing_owlv2.py

image_processing_owlv2_fast.py

modeling_owlv2.py

modular_owlv2.py

processing_owlv2.py

__init__.py

configuration_owlvit.py

convert_owlvit_original_flax_to_hf.py

image_processing_owlvit.py

image_processing_owlvit_fast.py

modeling_owlvit.py

processing_owlvit.py

__init__.py

configuration_paddleocr_vl.py

image_processing_paddleocr_vl.py

image_processing_paddleocr_vl_fast.py

modeling_paddleocr_vl.py

modular_paddleocr_vl.py

processing_paddleocr_vl.py

__init__.py

configuration_paligemma.py

convert_paligemma2_weights_to_hf.py

convert_paligemma_weights_to_hf.py

modeling_paligemma.py

processing_paligemma.py

__init__.py

configuration_patchtsmixer.py

modeling_patchtsmixer.py

__init__.py

configuration_parakeet.py

convert_nemo_to_hf.py

feature_extraction_parakeet.py

modeling_parakeet.py

modular_parakeet.py

processing_parakeet.py

tokenization_parakeet.py

__init__.py

configuration_patchtst.py

modeling_patchtst.py

__init__.py

configuration_pe_audio.py

feature_extraction_pe_audio.py

modeling_pe_audio.py

modular_pe_audio.py

processing_pe_audio.py

__init__.py

configuration_pe_audio_video.py

convert_pe_audio_video_to_hf.py

modeling_pe_audio_video.py

modular_pe_audio_video.py

processing_pe_audio_video.py

__init__.py

configuration_pe_video.py

modeling_pe_video.py

modular_pe_video.py

processing_pe_video.py

video_processing_pe_video.py

__init__.py

configuration_pegasus.py

convert_pegasus_tf_to_pytorch.py

modeling_pegasus.py

tokenization_pegasus.py

__init__.py

configuration_pegasus_x.py

modeling_pegasus_x.py

__init__.py

configuration_perceiver.py

convert_perceiver_haiku_to_pytorch.py

image_processing_perceiver.py

image_processing_perceiver_fast.py

modeling_perceiver.py

tokenization_perceiver.py

__init__.py

configuration_perception_lm.py

convert_perception_lm_weights_to_hf.py

image_processing_perception_lm_fast.py

modeling_perception_lm.py

modular_perception_lm.py

processing_perception_lm.py

video_processing_perception_lm.py

__init__.py

configuration_persimmon.py

convert_persimmon_weights_to_hf.py

modeling_persimmon.py

__init__.py

configuration_phi.py

convert_phi_weights_to_hf.py

modeling_phi.py

modular_phi.py

__init__.py

configuration_phi3.py

modeling_phi3.py

modular_phi3.py

__init__.py

configuration_phi4_multimodal.py

convert_phi4_multimodal_weights_to_hf.py

feature_extraction_phi4_multimodal.py

image_processing_phi4_multimodal_fast.py

modeling_phi4_multimodal.py

modular_phi4_multimodal.py

processing_phi4_multimodal.py

__init__.py

configuration_phimoe.py

modeling_phimoe.py

modular_phimoe.py

__init__.py

tokenization_phobert.py

__init__.py

configuration_pixio.py

convert_pixio_to_pytorch.py

modeling_pixio.py

modular_pixio.py

__init__.py

configuration_pix2struct.py

convert_pix2struct_original_pytorch_to_hf.py

image_processing_pix2struct.py

image_processing_pix2struct_fast.py

modeling_pix2struct.py

processing_pix2struct.py

__init__.py

configuration_pixtral.py

convert_pixtral_weights_to_hf.py

image_processing_pixtral.py

image_processing_pixtral_fast.py

modeling_pixtral.py

processing_pixtral.py

__init__.py

configuration_plbart.py

convert_plbart_original_checkpoint_to_torch.py

modeling_plbart.py

modular_plbart.py

tokenization_plbart.py

__init__.py

configuration_poolformer.py

convert_poolformer_original_to_pytorch.py

image_processing_poolformer.py

image_processing_poolformer_fast.py

modeling_poolformer.py

__init__.py

configuration_pop2piano.py

convert_pop2piano_weights_to_hf.py

feature_extraction_pop2piano.py

modeling_pop2piano.py

processing_pop2piano.py

tokenization_pop2piano.py

__init__.py

configuration_pp_doclayout_v3.py

image_processing_pp_doclayout_v3_fast.py

modeling_pp_doclayout_v3.py

modular_pp_doclayout_v3.py

__init__.py

configuration_prompt_depth_anything.py

convert_prompt_depth_anything_to_hf.py

image_processing_prompt_depth_anything.py

image_processing_prompt_depth_anything_fast.py

modeling_prompt_depth_anything.py

modular_prompt_depth_anything.py

__init__.py

configuration_prophetnet.py

convert_prophetnet_original_pytorch_checkpoint_to_pytorch.py

modeling_prophetnet.py

tokenization_prophetnet.py

__init__.py

configuration_pvt.py

convert_pvt_to_pytorch.py

image_processing_pvt.py

image_processing_pvt_fast.py

modeling_pvt.py

__init__.py

configuration_pvt_v2.py

convert_pvt_v2_to_pytorch.py

modeling_pvt_v2.py

__init__.py

configuration_qwen2.py

modeling_qwen2.py

modular_qwen2.py

tokenization_qwen2.py

__init__.py

configuration_qwen2_5_omni.py

modeling_qwen2_5_omni.py

modular_qwen2_5_omni.py

processing_qwen2_5_omni.py

__init__.py

configuration_qwen2_5_vl.py

modeling_qwen2_5_vl.py

modular_qwen2_5_vl.py

processing_qwen2_5_vl.py

__init__.py

configuration_qwen2_audio.py

modeling_qwen2_audio.py

processing_qwen2_audio.py

__init__.py

configuration_qwen2_moe.py

modeling_qwen2_moe.py

modular_qwen2_moe.py

__init__.py

configuration_qwen3.py

modeling_qwen3.py

modular_qwen3.py

__init__.py

configuration_qwen2_vl.py

image_processing_qwen2_vl.py

image_processing_qwen2_vl_fast.py

modeling_qwen2_vl.py

processing_qwen2_vl.py

video_processing_qwen2_vl.py

__init__.py

configuration_qwen3_5.py

modeling_qwen3_5.py

modular_qwen3_5.py

tokenization_qwen3_5.py

__init__.py

configuration_qwen3_5_moe.py

modeling_qwen3_5_moe.py

modular_qwen3_5_moe.py

__init__.py

configuration_qwen3_moe.py

modeling_qwen3_moe.py

modular_qwen3_moe.py

__init__.py

configuration_qwen3_next.py

modeling_qwen3_next.py

modular_qwen3_next.py

__init__.py

configuration_qwen3_omni_moe.py

modeling_qwen3_omni_moe.py

modular_qwen3_omni_moe.py

processing_qwen3_omni_moe.py

__init__.py

configuration_qwen3_vl.py

modeling_qwen3_vl.py

modular_qwen3_vl.py

processing_qwen3_vl.py

video_processing_qwen3_vl.py

__init__.py

configuration_qwen3_vl_moe.py

modeling_qwen3_vl_moe.py

modular_qwen3_vl_moe.py

__init__.py

configuration_rag.py

modeling_rag.py

retrieval_rag.py

tokenization_rag.py

__init__.py

configuration_recurrent_gemma.py

convert_recurrent_gemma_to_hf.py

modeling_recurrent_gemma.py

__init__.py

configuration_reformer.py

convert_reformer_trax_checkpoint_to_pytorch.py

modeling_reformer.py

tokenization_reformer.py

__init__.py

configuration_regnet.py

convert_regnet_seer_10b_to_pytorch.py

convert_regnet_to_pytorch.py

modeling_regnet.py

__init__.py

configuration_rembert.py

convert_rembert_tf_checkpoint_to_pytorch.py

modeling_rembert.py

tokenization_rembert.py

__init__.py

configuration_resnet.py

convert_resnet_to_pytorch.py

modeling_resnet.py

__init__.py

configuration_roberta.py

convert_roberta_original_pytorch_checkpoint_to_pytorch.py

modeling_roberta.py

modular_roberta.py

tokenization_roberta.py

tokenization_roberta_old.py

__init__.py

configuration_roberta_prelayernorm.py

convert_roberta_prelayernorm_original_pytorch_checkpoint_to_pytorch.py

modeling_roberta_prelayernorm.py

__init__.py

configuration_roc_bert.py

modeling_roc_bert.py

tokenization_roc_bert.py

__init__.py

configuration_roformer.py

convert_roformer_original_tf_checkpoint_to_pytorch.py

modeling_roformer.py

tokenization_roformer.py

tokenization_utils.py

__init__.py

configuration_rt_detr.py

configuration_rt_detr_resnet.py

convert_rt_detr_original_pytorch_checkpoint_to_hf.py

image_processing_rt_detr.py

image_processing_rt_detr_fast.py

modeling_rt_detr.py

modeling_rt_detr_resnet.py

modular_rt_detr.py

__init__.py

configuration_rt_detr_v2.py

convert_rt_detr_v2_weights_to_hf.py

modeling_rt_detr_v2.py

modular_rt_detr_v2.py

__init__.py

configuration_rwkv.py

convert_rwkv_checkpoint_to_hf.py

modeling_rwkv.py

__init__.py

configuration_sam.py

convert_sam_to_hf.py

image_processing_sam.py

image_processing_sam_fast.py

modeling_sam.py

processing_sam.py

__init__.py

configuration_sam2.py

convert_sam2_to_hf.py

image_processing_sam2_fast.py

modeling_sam2.py

modular_sam2.py

processing_sam2.py

__init__.py

configuration_sam2_video.py

convert_sam2_video_to_hf.py

modeling_sam2_video.py

modular_sam2_video.py

processing_sam2_video.py

video_processing_sam2_video.py

__init__.py

configuration_sam3.py

convert_sam3_to_hf.py

image_processing_sam3_fast.py

modeling_sam3.py

modular_sam3.py

processing_sam3.py

__init__.py

configuration_sam3_tracker.py

modeling_sam3_tracker.py

modular_sam3_tracker.py

processing_sam3_tracker.py

__init__.py

configuration_sam3_tracker_video.py

modeling_sam3_tracker_video.py

modular_sam3_tracker_video.py

processing_sam3_tracker_video.py

__init__.py

configuration_sam3_video.py

convert_sam3_video_to_hf.py

modeling_sam3_video.py

processing_sam3_video.py

__init__.py

configuration_sam_hq.py

convert_samhq_to_hf.py

modeling_sam_hq.py

modular_sam_hq.py

processing_sam_hq.py

__init__.py

configuration_seamless_m4t.py

convert_fairseq2_to_hf.py

feature_extraction_seamless_m4t.py

modeling_seamless_m4t.py

processing_seamless_m4t.py

tokenization_seamless_m4t.py

__init__.py

configuration_seamless_m4t_v2.py

convert_fairseq2_to_hf.py

modeling_seamless_m4t_v2.py

__init__.py

configuration_seed_oss.py

modeling_seed_oss.py

modular_seed_oss.py

__init__.py

configuration_segformer.py

convert_segformer_original_to_pytorch.py

image_processing_segformer.py

image_processing_segformer_fast.py

modeling_segformer.py

modular_segformer.py

__init__.py

configuration_seggpt.py

convert_seggpt_to_hf.py

image_processing_seggpt.py

modeling_seggpt.py

__init__.py

configuration_sew.py

convert_sew_original_pytorch_checkpoint_to_pytorch.py

modeling_sew.py

modular_sew.py

__init__.py

configuration_sew_d.py

convert_sew_d_original_pytorch_checkpoint_to_pytorch.py

modeling_sew_d.py

__init__.py

configuration_shieldgemma2.py

convert_shieldgemma2_weights_orbax_to_hf.py

modeling_shieldgemma2.py

processing_shieldgemma2.py

__init__.py

configuration_siglip.py

convert_siglip_to_hf.py

image_processing_siglip.py

image_processing_siglip_fast.py

modeling_siglip.py

processing_siglip.py

tokenization_siglip.py

__init__.py

configuration_siglip2.py

convert_siglip2_to_hf.py

image_processing_siglip2.py

image_processing_siglip2_fast.py

modeling_siglip2.py

modular_siglip2.py

processing_siglip2.py

tokenization_siglip2.py

__init__.py

configuration_smollm3.py

modeling_smollm3.py

modular_smollm3.py

__init__.py

configuration_smolvlm.py

image_processing_smolvlm.py

image_processing_smolvlm_fast.py

modeling_smolvlm.py

modular_smolvlm.py

processing_smolvlm.py

video_processing_smolvlm.py

__init__.py

configuration_solar_open.py

modeling_solar_open.py

modular_solar_open.py

__init__.py

configuration_speech_encoder_decoder.py

convert_mbart_wav2vec2_seq2seq_original_to_pytorch.py

convert_speech_to_text_wav2vec2_seq2seq_original_to_pytorch.py

modeling_speech_encoder_decoder.py

__init__.py

configuration_speech_to_text.py

convert_s2t_fairseq_to_tfms.py

feature_extraction_speech_to_text.py

modeling_speech_to_text.py

processing_speech_to_text.py

tokenization_speech_to_text.py

__init__.py

configuration_speecht5.py

convert_hifigan.py

convert_speecht5_original_pytorch_checkpoint_to_pytorch.py

feature_extraction_speecht5.py

modeling_speecht5.py

number_normalizer.py

processing_speecht5.py

tokenization_speecht5.py

__init__.py

configuration_splinter.py

modeling_splinter.py

tokenization_splinter.py

__init__.py

configuration_squeezebert.py

modeling_squeezebert.py

tokenization_squeezebert.py

__init__.py

configuration_stablelm.py

modeling_stablelm.py

__init__.py

configuration_starcoder2.py

modeling_starcoder2.py

modular_starcoder2.py

__init__.py

configuration_superglue.py

convert_superglue_to_hf.py

image_processing_superglue.py

image_processing_superglue_fast.py

modeling_superglue.py

__init__.py

configuration_superpoint.py

convert_superpoint_to_pytorch.py

image_processing_superpoint.py

image_processing_superpoint_fast.py

modeling_superpoint.py

__init__.py

configuration_swiftformer.py

convert_swiftformer_original_to_hf.py

modeling_swiftformer.py

__init__.py

configuration_swin.py

convert_swin_simmim_to_pytorch.py

convert_swin_timm_to_pytorch.py

modeling_swin.py

__init__.py

configuration_swin2sr.py

convert_swin2sr_original_to_pytorch.py

image_processing_swin2sr.py

image_processing_swin2sr_fast.py

modeling_swin2sr.py

__init__.py

configuration_swinv2.py

convert_swinv2_timm_to_pytorch.py

modeling_swinv2.py

__init__.py

configuration_switch_transformers.py

convert_big_switch.py

convert_switch_transformers_original_flax_checkpoint_to_pytorch.py

modeling_switch_transformers.py

modular_switch_transformers.py

__init__.py

configuration_t5.py

convert_t5_original_tf_checkpoint_to_pytorch.py

convert_t5x_checkpoint_to_pytorch.py

modeling_t5.py

tokenization_t5.py

__init__.py

configuration_t5gemma.py

modeling_t5gemma.py

modular_t5gemma.py

__init__.py

configuration_t5gemma2.py

modeling_t5gemma2.py

modular_t5gemma2.py

__init__.py

configuration_table_transformer.py

convert_table_transformer_to_hf.py

convert_table_transformer_to_hf_no_timm.py

modeling_table_transformer.py

__init__.py

configuration_tapas.py

convert_tapas_original_tf_checkpoint_to_pytorch.py

modeling_tapas.py

tokenization_tapas.py

__init__.py

configuration_textnet.py

convert_textnet_to_hf.py

image_processing_textnet.py

image_processing_textnet_fast.py

modeling_textnet.py

__init__.py

configuration_time_series_transformer.py

modeling_time_series_transformer.py

__init__.py

configuration_timesfm.py

convert_timesfm_orignal_to_hf.py

modeling_timesfm.py

modular_timesfm.py

__init__.py

configuration_timesformer.py

convert_timesformer_to_pytorch.py

modeling_timesformer.py

__init__.py

configuration_timm_backbone.py

modeling_timm_backbone.py

__init__.py

configuration_timm_wrapper.py

image_processing_timm_wrapper.py

modeling_timm_wrapper.py

__init__.py

configuration_trocr.py

convert_trocr_unilm_to_pytorch.py

modeling_trocr.py

processing_trocr.py

__init__.py

configuration_tvp.py

image_processing_tvp.py

image_processing_tvp_fast.py

modeling_tvp.py

processing_tvp.py

__init__.py

configuration_udop.py

convert_udop_to_hf.py

modeling_udop.py

processing_udop.py

tokenization_udop.py

__init__.py

configuration_umt5.py

convert_umt5_checkpoint_to_pytorch.py

modeling_umt5.py

__init__.py

configuration_unispeech.py

convert_unispeech_original_pytorch_checkpoint_to_pytorch.py

modeling_unispeech.py

modular_unispeech.py

__init__.py

configuration_unispeech_sat.py

convert_unispeech_original_s3prl_checkpoint_to_pytorch.py

convert_unispeech_sat_original_pytorch_checkpoint_to_pytorch.py

modeling_unispeech_sat.py

modular_unispeech_sat.py

__init__.py

configuration_univnet.py

convert_univnet.py

feature_extraction_univnet.py

modeling_univnet.py

__init__.py

configuration_upernet.py

convert_convnext_upernet_to_pytorch.py

convert_swin_upernet_to_pytorch.py

modeling_upernet.py

__init__.py

configuration_vaultgemma.py

modeling_vaultgemma.py

modular_vaultgemma.py

__init__.py

configuration_vibevoice_acoustic_tokenizer.py

convert_vibevoice_acoustic_tokenizer_to_hf.py

feature_extraction_vibevoice_acoustic_tokenizer.py

modeling_vibevoice_acoustic_tokenizer.py

modular_vibevoice_acoustic_tokenizer.py

__init__.py

configuration_video_llama_3.py

image_processing_video_llama_3.py

image_processing_video_llama_3_fast.py

modeling_video_llama_3.py

modular_video_llama_3.py

processing_video_llama_3.py

video_processing_video_llama_3.py

__init__.py

configuration_video_llava.py

convert_video_llava_weights_to_hf.py

image_processing_video_llava.py

modeling_video_llava.py

processing_video_llava.py

video_processing_video_llava.py

__init__.py

configuration_videomae.py

convert_videomae_to_pytorch.py

image_processing_videomae.py

modeling_videomae.py

video_processing_videomae.py

__init__.py

configuration_vilt.py

convert_vilt_original_to_pytorch.py

image_processing_vilt.py

image_processing_vilt_fast.py

modeling_vilt.py

processing_vilt.py

__init__.py

configuration_vipllava.py

convert_vipllava_weights_to_hf.py

modeling_vipllava.py

modular_vipllava.py

__init__.py

configuration_vision_encoder_decoder.py

modeling_vision_encoder_decoder.py

__init__.py

configuration_vision_text_dual_encoder.py

modeling_vision_text_dual_encoder.py

processing_vision_text_dual_encoder.py

__init__.py

configuration_visual_bert.py

convert_visual_bert_original_pytorch_checkpoint_to_pytorch.py

modeling_visual_bert.py

__init__.py

configuration_vit.py

convert_dino_to_pytorch.py

convert_vit_timm_to_pytorch.py

image_processing_vit.py

image_processing_vit_fast.py

modeling_vit.py

__init__.py

configuration_vit_mae.py

convert_vit_mae_to_pytorch.py

modeling_vit_mae.py

__init__.py

configuration_vit_msn.py

convert_msn_to_pytorch.py

modeling_vit_msn.py

__init__.py

configuration_vitdet.py

modeling_vitdet.py

__init__.py

configuration_vitmatte.py

convert_vitmatte_to_hf.py

image_processing_vitmatte.py

image_processing_vitmatte_fast.py

modeling_vitmatte.py

__init__.py

configuration_vitpose.py

convert_vitpose_to_hf.py

image_processing_vitpose.py

image_processing_vitpose_fast.py

modeling_vitpose.py

__init__.py

configuration_vitpose_backbone.py

modeling_vitpose_backbone.py

__init__.py

configuration_vits.py

convert_original_checkpoint.py

modeling_vits.py

tokenization_vits.py

__init__.py

configuration_vivit.py

convert_vivit_flax_to_pytorch.py

image_processing_vivit.py

modeling_vivit.py

__init__.py

configuration_vjepa2.py

convert_vjepa2_classifier_to_hf.py

convert_vjepa2_to_hf.py

modeling_vjepa2.py

video_processing_vjepa2.py

__init__.py

configuration_voxtral.py

convert_voxtral_weights_to_hf.py

modeling_voxtral.py

modular_voxtral.py

processing_voxtral.py

__init__.py

configuration_wav2vec2.py

convert_wav2vec2_original_pytorch_checkpoint_to_pytorch.py

convert_wav2vec2_original_s3prl_checkpoint_to_pytorch.py

feature_extraction_wav2vec2.py

modeling_wav2vec2.py

processing_wav2vec2.py

tokenization_wav2vec2.py

__init__.py

configuration_wav2vec2_bert.py

convert_wav2vec2_seamless_checkpoint.py

modeling_wav2vec2_bert.py

modular_wav2vec2_bert.py

processing_wav2vec2_bert.py

__init__.py

configuration_wav2vec2_conformer.py

convert_wav2vec2_conformer_original_pytorch_checkpoint_to_pytorch.py

modeling_wav2vec2_conformer.py

modular_wav2vec2_conformer.py

__init__.py

tokenization_wav2vec2_phoneme.py

__init__.py

processing_wav2vec2_with_lm.py

__init__.py

configuration_wavlm.py

convert_wavlm_original_pytorch_checkpoint_to_pytorch.py

convert_wavlm_original_s3prl_checkpoint_to_pytorch.py

modeling_wavlm.py

modular_wavlm.py

__init__.py

configuration_whisper.py

convert_openai_to_hf.py

english_normalizer.py

feature_extraction_whisper.py

generation_whisper.py

modeling_whisper.py

processing_whisper.py

tokenization_whisper.py

__init__.py

configuration_x_clip.py

convert_x_clip_original_pytorch_to_hf.py

modeling_x_clip.py

processing_x_clip.py

__init__.py

configuration_xcodec.py

convert_xcodec_weights_to_hf.py

modeling_xcodec.py

__init__.py

configuration_xglm.py

convert_xglm_original_ckpt_to_trfms.py

modeling_xglm.py

tokenization_xglm.py

__init__.py

configuration_xlm.py

convert_xlm_original_pytorch_checkpoint_to_pytorch.py

modeling_xlm.py

tokenization_xlm.py

__init__.py

configuration_xlm_roberta.py

modeling_xlm_roberta.py

modular_xlm_roberta.py

tokenization_xlm_roberta.py

__init__.py

configuration_xlm_roberta_xl.py

convert_xlm_roberta_xl_original_pytorch_checkpoint_to_pytorch.py

modeling_xlm_roberta_xl.py

modular_xlm_roberta_xl.py

__init__.py

configuration_xlnet.py

convert_xlnet_original_tf_checkpoint_to_pytorch.py

modeling_xlnet.py

tokenization_xlnet.py

__init__.py

configuration_xlstm.py

modeling_xlstm.py

__init__.py

configuration_xmod.py

convert_xmod_original_pytorch_checkpoint_to_pytorch.py

modeling_xmod.py

__init__.py

configuration_yolos.py

convert_yolos_to_pytorch.py

image_processing_yolos.py

image_processing_yolos_fast.py

modeling_yolos.py

modular_yolos.py

__init__.py

configuration_yoso.py

convert_yoso_pytorch_to_pytorch.py

modeling_yoso.py

__init__.py

configuration_youtu.py

modeling_youtu.py

modular_youtu.py

__init__.py

configuration_zamba.py

modeling_zamba.py

__init__.py

configuration_zamba2.py

modeling_zamba2.py

modular_zamba2.py

__init__.py

configuration_zoedepth.py

convert_zoedepth_to_hf.py

image_processing_zoedepth.py

image_processing_zoedepth_fast.py

modeling_zoedepth.py

__init__.py

chunk_utils.py

data_transforms.py

feats.py

loss.py

protein.py

residue_constants.py

rigid_utils.py

tensor_utils.py

Generation15

__init__.py

candidate_generator.py

configuration_utils.py

logits_process.py

stopping_criteria.py

streamers.py

utils.py

watermarking.py

__init__.py

cache.py

cache_manager.py

continuous_api.py

input_ouputs.py

requests.py

scheduler.py

Continuous Batching7

__init__.py

cache.py

cache_manager.py

continuous_api.py

input_ouputs.py

requests.py

scheduler.py

Pipelines31

__init__.py

any_to_any.py

audio_classification.py

audio_utils.py

automatic_speech_recognition.py

base.py

depth_estimation.py

document_question_answering.py

feature_extraction.py

fill_mask.py

image_classification.py

image_feature_extraction.py

image_segmentation.py

image_text_to_text.py

image_to_image.py

keypoint_matching.py

mask_generation.py

object_detection.py

pt_utils.py

question_answering.py

table_question_answering.py

text_classification.py

text_generation.py

text_to_audio.py

token_classification.py

video_classification.py

visual_question_answering.py

zero_shot_audio_classification.py

zero_shot_classification.py

zero_shot_image_classification.py

zero_shot_object_detection.py

Trainer2413

__init__.py

activations.py

audio_utils.py

backbone_utils.py

cache_utils.py

configuration_utils.py

conversion_mapping.py

convert_slow_tokenizer.py

convert_slow_tokenizers_checkpoints_to_fast.py

core_model_loading.py

debug_utils.py

dependency_versions_check.py

dependency_versions_table.py

dynamic_module_utils.py

feature_extraction_sequence_utils.py

feature_extraction_utils.py

file_utils.py

hf_argparser.py

hyperparameter_search.py

image_processing_base.py

image_processing_utils.py

image_processing_utils_fast.py

image_transforms.py

image_utils.py

initialization.py

masking_utils.py

model_debugging_utils.py

modelcard.py

modeling_attn_mask_utils.py

modeling_flash_attention_utils.py

modeling_gguf_pytorch_utils.py

modeling_layers.py

modeling_outputs.py

modeling_rope_utils.py

modeling_utils.py

optimization.py

processing_utils.py

pytorch_utils.py

safetensors_conversion.py

testing_utils.py

time_series_utils.py

tokenization_mistral_common.py

tokenization_python.py

tokenization_utils_base.py

tokenization_utils_sentencepiece.py

tokenization_utils_tokenizers.py

trainer.py

trainer_callback.py

trainer_jit_checkpoint.py

trainer_optimizer.py

trainer_pt_utils.py

trainer_seq2seq.py

trainer_utils.py

training_args.py

training_args_seq2seq.py

video_processing_utils.py

video_utils.py

__init__.py

add_fast_image_processor.py

add_new_model_like.py

chat.py

download.py

serve.py

system.py

transformers.py

__init__.py

data_collator.py

__init__.py

configuration_utils.py

__init__.py

candidate_generator.py

configuration_utils.py

logits_process.py

stopping_criteria.py

streamers.py

utils.py

watermarking.py

__init__.py

accelerate.py

aqlm.py

awq.py

bitnet.py

bitsandbytes.py

deepspeed.py

eager_paged.py

eetq.py

executorch.py

fbgemm_fp8.py

finegrained_fp8.py

flash_attention.py

flash_paged.py

flex_attention.py

fp_quant.py

fsdp.py

ggml.py

higgs.py

hqq.py

hub_kernels.py

integration_utils.py

liger.py

mistral.py

moe.py

mxfp4.py

neftune.py

npu_flash_attention.py

peft.py

quanto.py

quark.py

sdpa_attention.py

sdpa_paged.py

spqr.py

tensor_parallel.py

tiktoken.py

torchao.py

tpu.py

vptq.py

__init__.py

loss_d_fine.py

loss_deformable_detr.py

loss_for_object_detection.py

loss_grounding_dino.py

loss_lw_detr.py

loss_rt_detr.py

loss_utils.py

__init__.py

any_to_any.py

audio_classification.py

audio_utils.py

automatic_speech_recognition.py

base.py

depth_estimation.py

document_question_answering.py

feature_extraction.py

fill_mask.py

image_classification.py

image_feature_extraction.py

image_segmentation.py

image_text_to_text.py

image_to_image.py

keypoint_matching.py

mask_generation.py

object_detection.py

pt_utils.py

question_answering.py

table_question_answering.py

text_classification.py

text_generation.py

text_to_audio.py

token_classification.py

video_classification.py

visual_question_answering.py

zero_shot_audio_classification.py

zero_shot_classification.py

zero_shot_image_classification.py

zero_shot_object_detection.py

__init__.py

auto.py

base.py

quantizer_aqlm.py

quantizer_auto_round.py

quantizer_awq.py

quantizer_bitnet.py

quantizer_bnb_4bit.py

quantizer_bnb_8bit.py

quantizer_compressed_tensors.py

quantizer_eetq.py

quantizer_fbgemm_fp8.py

quantizer_finegrained_fp8.py

quantizer_fp_quant.py

quantizer_gptq.py

quantizer_higgs.py

quantizer_hqq.py

quantizer_mxfp4.py

quantizer_quanto.py

quantizer_quark.py

quantizer_spqr.py

quantizer_torchao.py

quantizer_vptq.py

quantizers_utils.py

__init__.py

attention_visualizer.py

auto_docstring.py

backbone_utils.py

chat_parsing_utils.py

chat_template_utils.py

constants.py

deprecation.py

doc.py

dummy_detectron2_objects.py

dummy_essentia_and_librosa_and_pretty_midi_and_scipy_and_torch_objects.py

dummy_mistral_common_objects.py

dummy_music_objects.py

dummy_pt_objects.py

dummy_sentencepiece_and_tokenizers_objects.py

dummy_speech_objects.py

dummy_timm_and_torchvision_objects.py

dummy_tokenizers_objects.py

dummy_torchaudio_objects.py

dummy_torchvision_objects.py

dummy_vision_objects.py

generic.py

hp_naming.py

hub.py

import_utils.py

kernel_config.py

loading_report.py

logging.py

metrics.py

notebook.py

output_capturing.py

peft_utils.py

pytest_helpers.py

quantization_config.py

sentencepiece_model_pb2.py

sentencepiece_model_pb2_new.py

type_validators.py

versions.py

__init__.py

glue.py

squad.py

__init__.py

squad_metrics.py

__init__.py

glue.py

squad.py

utils.py

xnli.py

__init__.py

cache.py

cache_manager.py

continuous_api.py

input_ouputs.py

requests.py

scheduler.py

__init__.py

configuration_afmoe.py

modeling_afmoe.py

modular_afmoe.py

__init__.py

configuration_aimv2.py

convert_aimv2_original_pytorch_to_hf.py

modeling_aimv2.py

modular_aimv2.py

__init__.py

configuration_albert.py

convert_albert_original_tf_checkpoint_to_pytorch.py

modeling_albert.py

tokenization_albert.py

__init__.py

configuration_align.py

convert_align_tf_to_hf.py

modeling_align.py

processing_align.py

__init__.py

configuration_altclip.py

modeling_altclip.py

processing_altclip.py

__init__.py

configuration_apertus.py

modeling_apertus.py

modular_apertus.py

__init__.py

configuration_arcee.py

modeling_arcee.py

modular_arcee.py

__init__.py

configuration_aria.py

convert_aria_weights_to_hf.py

image_processing_aria.py

modeling_aria.py

modular_aria.py

processing_aria.py

__init__.py

configuration_audio_spectrogram_transformer.py

convert_audio_spectrogram_transformer_original_to_pytorch.py

feature_extraction_audio_spectrogram_transformer.py

modeling_audio_spectrogram_transformer.py

__init__.py

configuration_audioflamingo3.py

convert_audioflamingo3_to_hf.py

modeling_audioflamingo3.py

modular_audioflamingo3.py

processing_audioflamingo3.py

__init__.py

auto_factory.py

configuration_auto.py

feature_extraction_auto.py

image_processing_auto.py

modeling_auto.py

processing_auto.py

tokenization_auto.py

video_processing_auto.py

__init__.py

configuration_autoformer.py

modeling_autoformer.py

__init__.py

configuration_aya_vision.py

modeling_aya_vision.py

modular_aya_vision.py

processing_aya_vision.py

__init__.py

configuration_bamba.py

convert_mamba_ssm_checkpoint.py

modeling_bamba.py

modular_bamba.py

__init__.py

configuration_bark.py

convert_suno_to_hf.py

generation_configuration_bark.py

modeling_bark.py

processing_bark.py

__init__.py

configuration_bart.py

convert_bart_original_pytorch_checkpoint_to_pytorch.py

modeling_bart.py

tokenization_bart.py

__init__.py

tokenization_barthez.py

__init__.py

configuration_beit.py

convert_beit_unilm_to_pytorch.py

image_processing_beit.py

image_processing_beit_fast.py

modeling_beit.py

__init__.py

tokenization_bartpho.py

__init__.py

configuration_bert.py

convert_bert_original_tf2_checkpoint_to_pytorch.py

convert_bert_original_tf_checkpoint_to_pytorch.py

convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py

modeling_bert.py

tokenization_bert.py

tokenization_bert_legacy.py

__init__.py

configuration_bert_generation.py

modeling_bert_generation.py

tokenization_bert_generation.py

__init__.py

tokenization_bert_japanese.py

__init__.py

tokenization_bertweet.py

__init__.py

configuration_big_bird.py

convert_bigbird_original_tf_checkpoint_to_pytorch.py

modeling_big_bird.py

tokenization_big_bird.py

__init__.py

configuration_bigbird_pegasus.py

convert_bigbird_pegasus_tf_to_pytorch.py

modeling_bigbird_pegasus.py

__init__.py

configuration_biogpt.py

convert_biogpt_original_pytorch_checkpoint_to_pytorch.py

modeling_biogpt.py

modular_biogpt.py

tokenization_biogpt.py

__init__.py

configuration_bit.py

convert_bit_to_pytorch.py

image_processing_bit.py

image_processing_bit_fast.py

modeling_bit.py

__init__.py

configuration_bitnet.py

modeling_bitnet.py

modular_bitnet.py

__init__.py

configuration_blenderbot.py

convert_blenderbot_original_pytorch_checkpoint_to_pytorch.py

modeling_blenderbot.py

tokenization_blenderbot.py

__init__.py

configuration_blenderbot_small.py

modeling_blenderbot_small.py

tokenization_blenderbot_small.py

__init__.py

configuration_blip.py

convert_blip_original_pytorch_to_hf.py

image_processing_blip.py

image_processing_blip_fast.py

modeling_blip.py

modeling_blip_text.py

processing_blip.py

__init__.py

configuration_blip_2.py

convert_blip_2_original_to_pytorch.py

modeling_blip_2.py

processing_blip_2.py

__init__.py

configuration_bloom.py

convert_bloom_original_checkpoint_to_pytorch.py

modeling_bloom.py

__init__.py

configuration_blt.py

convert_blt_weights_to_hf.py

modeling_blt.py

modular_blt.py

__init__.py

configuration_bridgetower.py

image_processing_bridgetower.py

image_processing_bridgetower_fast.py

modeling_bridgetower.py

processing_bridgetower.py

__init__.py

configuration_bros.py

convert_bros_to_pytorch.py

modeling_bros.py

processing_bros.py

__init__.py

convert_byt5_original_tf_checkpoint_to_pytorch.py

tokenization_byt5.py

__init__.py

configuration_camembert.py

modeling_camembert.py

modular_camembert.py

tokenization_camembert.py

__init__.py

configuration_canine.py

convert_canine_original_tf_checkpoint_to_pytorch.py

modeling_canine.py

tokenization_canine.py

__init__.py

configuration_chameleon.py

convert_chameleon_weights_to_hf.py

image_processing_chameleon.py

image_processing_chameleon_fast.py

modeling_chameleon.py

processing_chameleon.py

__init__.py

configuration_chinese_clip.py

convert_chinese_clip_original_pytorch_to_hf.py

image_processing_chinese_clip.py

image_processing_chinese_clip_fast.py

modeling_chinese_clip.py

processing_chinese_clip.py

__init__.py

configuration_clap.py

convert_clap_original_pytorch_to_hf.py

feature_extraction_clap.py

modeling_clap.py

processing_clap.py

__init__.py

configuration_clip.py

convert_clip_original_pytorch_to_hf.py

image_processing_clip.py

image_processing_clip_fast.py

modeling_clip.py

processing_clip.py

tokenization_clip.py

__init__.py

configuration_clipseg.py

convert_clipseg_original_pytorch_to_hf.py

modeling_clipseg.py

processing_clipseg.py

__init__.py

configuration_clvp.py

convert_clvp_to_hf.py

feature_extraction_clvp.py

modeling_clvp.py

number_normalizer.py

processing_clvp.py

tokenization_clvp.py

__init__.py

tokenization_code_llama.py

__init__.py

configuration_codegen.py

modeling_codegen.py

tokenization_codegen.py

__init__.py

configuration_cohere.py

modeling_cohere.py

modular_cohere.py

tokenization_cohere.py

__init__.py

configuration_cohere2.py

modeling_cohere2.py

modular_cohere2.py

__init__.py

configuration_cohere2_vision.py

image_processing_cohere2_vision_fast.py

modeling_cohere2_vision.py

modular_cohere2_vision.py

processing_cohere2_vision.py

__init__.py

configuration_colpali.py

convert_colpali_weights_to_hf.py

modeling_colpali.py

modular_colpali.py

processing_colpali.py

__init__.py

configuration_colqwen2.py

convert_colqwen2_weights_to_hf.py

modeling_colqwen2.py

modular_colqwen2.py

processing_colqwen2.py

__init__.py

configuration_conditional_detr.py

convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.py

image_processing_conditional_detr.py

image_processing_conditional_detr_fast.py

modeling_conditional_detr.py

modular_conditional_detr.py

__init__.py

configuration_convbert.py

convert_convbert_original_tf1_checkpoint_to_pytorch.py

modeling_convbert.py

tokenization_convbert.py

__init__.py

configuration_convnext.py

convert_convnext_to_pytorch.py

image_processing_convnext.py

image_processing_convnext_fast.py

modeling_convnext.py

__init__.py

configuration_convnextv2.py

convert_convnextv2_to_pytorch.py

modeling_convnextv2.py

__init__.py

tokenization_cpm.py

tokenization_cpm_fast.py

__init__.py

configuration_cpmant.py

modeling_cpmant.py

tokenization_cpmant.py

__init__.py

configuration_csm.py

convert_csm.py

generation_csm.py

modeling_csm.py

modular_csm.py

processing_csm.py

__init__.py

configuration_ctrl.py

modeling_ctrl.py

tokenization_ctrl.py

__init__.py

configuration_cvt.py

convert_cvt_original_pytorch_checkpoint_to_pytorch.py

modeling_cvt.py

__init__.py

configuration_cwm.py

modeling_cwm.py

modular_cwm.py

__init__.py

configuration_d_fine.py

convert_d_fine_original_pytorch_checkpoint_to_hf.py

modeling_d_fine.py

modular_d_fine.py

__init__.py

configuration_dab_detr.py

convert_dab_detr_original_pytorch_checkpoint_to_pytorch.py

modeling_dab_detr.py

__init__.py

configuration_dac.py

convert_dac_checkpoint.py

feature_extraction_dac.py

modeling_dac.py

__init__.py

configuration_data2vec_audio.py

configuration_data2vec_text.py

configuration_data2vec_vision.py

convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.py

convert_data2vec_text_original_pytorch_checkpoint_to_pytorch.py

convert_data2vec_vision_original_pytorch_checkpoint_to_pytorch.py

modeling_data2vec_audio.py

modeling_data2vec_text.py

modeling_data2vec_vision.py

modular_data2vec_audio.py

modular_data2vec_text.py

__init__.py

configuration_dbrx.py

modeling_dbrx.py

modular_dbrx.py

__init__.py

configuration_deberta.py

modeling_deberta.py

tokenization_deberta.py

__init__.py

configuration_deberta_v2.py

modeling_deberta_v2.py

tokenization_deberta_v2.py

__init__.py

configuration_decision_transformer.py

modeling_decision_transformer.py

__init__.py

configuration_deepseek_v2.py

modeling_deepseek_v2.py

modular_deepseek_v2.py

__init__.py

configuration_deepseek_v3.py

modeling_deepseek_v3.py

modular_deepseek_v3.py

__init__.py

configuration_deepseek_vl.py

convert_deepseek_vl_weights_to_hf.py

image_processing_deepseek_vl.py

image_processing_deepseek_vl_fast.py

modeling_deepseek_vl.py

modular_deepseek_vl.py

processing_deepseek_vl.py

__init__.py

configuration_deepseek_vl_hybrid.py

convert_deepseek_vl_hybrid_weights_to_hf.py

image_processing_deepseek_vl_hybrid.py

image_processing_deepseek_vl_hybrid_fast.py

modeling_deepseek_vl_hybrid.py

modular_deepseek_vl_hybrid.py

processing_deepseek_vl_hybrid.py

__init__.py

configuration_deformable_detr.py

convert_deformable_detr_to_pytorch.py

image_processing_deformable_detr.py

image_processing_deformable_detr_fast.py

modeling_deformable_detr.py

modular_deformable_detr.py

__init__.py

configuration_deit.py

convert_deit_timm_to_pytorch.py

image_processing_deit.py

image_processing_deit_fast.py

modeling_deit.py

__init__.py

configuration_depth_anything.py

convert_depth_anything_to_hf.py

convert_distill_any_depth_to_hf.py

modeling_depth_anything.py

__init__.py

configuration_depth_pro.py

convert_depth_pro_weights_to_hf.py

image_processing_depth_pro.py

image_processing_depth_pro_fast.py

modeling_depth_pro.py

__init__.py

configuration_detr.py

convert_detr_original_pytorch_checkpoint_to_pytorch.py

convert_detr_to_pytorch.py

image_processing_detr.py

image_processing_detr_fast.py

modeling_detr.py

__init__.py

configuration_dia.py

convert_dia_to_hf.py

feature_extraction_dia.py

generation_dia.py

modeling_dia.py

modular_dia.py

processing_dia.py

tokenization_dia.py

__init__.py

convert_dialogpt_original_pytorch_checkpoint_to_pytorch.py

__init__.py

configuration_diffllama.py

modeling_diffllama.py

modular_diffllama.py

__init__.py

configuration_dinat.py

modeling_dinat.py

__init__.py

configuration_dinov2.py

convert_dinov2_to_hf.py

modeling_dinov2.py

__init__.py

configuration_dinov2_with_registers.py

convert_dinov2_with_registers_to_hf.py

modeling_dinov2_with_registers.py

modular_dinov2_with_registers.py

__init__.py

configuration_dinov3_convnext.py

convert_dinov3_convnext_to_hf.py

modeling_dinov3_convnext.py

__init__.py

configuration_dinov3_vit.py

convert_dinov3_vit_to_hf.py

image_processing_dinov3_vit_fast.py

modeling_dinov3_vit.py

modular_dinov3_vit.py

__init__.py

configuration_distilbert.py

modeling_distilbert.py

tokenization_distilbert.py

__init__.py

convert_dit_unilm_to_pytorch.py

__init__.py

configuration_doge.py

convert_doge_weights_to_hf.py

modeling_doge.py

modular_doge.py

__init__.py

configuration_donut_swin.py

convert_donut_to_pytorch.py

image_processing_donut.py

image_processing_donut_fast.py

modeling_donut_swin.py

processing_donut.py

__init__.py

configuration_dots1.py

modeling_dots1.py

modular_dots1.py

__init__.py

configuration_dpr.py

convert_dpr_original_checkpoint_to_pytorch.py

modeling_dpr.py

tokenization_dpr.py

tokenization_dpr_fast.py

__init__.py

configuration_edgetam.py

convert_edgetam_to_hf.py

modeling_edgetam.py

modular_edgetam.py

__init__.py

configuration_edgetam_video.py

convert_edgetam_video_to_hf.py

modeling_edgetam_video.py

modular_edgetam_video.py

__init__.py

configuration_dpt.py

convert_dinov2_depth_to_hf.py

convert_dpt_beit_to_hf.py

convert_dpt_hybrid_to_pytorch.py

convert_dpt_swinv2_to_hf.py

convert_dpt_to_pytorch.py

image_processing_dpt.py

image_processing_dpt_fast.py

modeling_dpt.py

modular_dpt.py

__init__.py

configuration_efficientnet.py

convert_efficientnet_to_pytorch.py

image_processing_efficientnet.py

image_processing_efficientnet_fast.py

modeling_efficientnet.py

__init__.py

configuration_efficientloftr.py

convert_efficientloftr_to_hf.py

image_processing_efficientloftr.py

image_processing_efficientloftr_fast.py

modeling_efficientloftr.py

modular_efficientloftr.py

__init__.py

configuration_electra.py

convert_electra_original_tf_checkpoint_to_pytorch.py

modeling_electra.py

__init__.py

configuration_emu3.py

convert_emu3_weights_to_hf.py

image_processing_emu3.py

modeling_emu3.py

modular_emu3.py

processing_emu3.py

__init__.py

configuration_encodec.py

convert_encodec_checkpoint_to_pytorch.py

feature_extraction_encodec.py

modeling_encodec.py

__init__.py

configuration_encoder_decoder.py

modeling_encoder_decoder.py

__init__.py

configuration_eomt.py

convert_eomt_to_hf.py

image_processing_eomt.py

image_processing_eomt_fast.py

modeling_eomt.py

modular_eomt.py

__init__.py

configuration_eomt_dinov3.py

convert_eomt_dinov3_to_hf.py

modeling_eomt_dinov3.py

modular_eomt_dinov3.py

__init__.py

configuration_ernie.py

modeling_ernie.py

modular_ernie.py

__init__.py

configuration_ernie4_5.py

convert_ernie4_5_tokenizer.py

modeling_ernie4_5.py

modular_ernie4_5.py

__init__.py

configuration_ernie4_5_moe.py

modeling_ernie4_5_moe.py

modular_ernie4_5_moe.py

__init__.py

configuration_ernie4_5_vl_moe.py

convert_ernie4_5_vl_moe_to_hf.py

image_processing_ernie4_5_vl_moe.py

image_processing_ernie4_5_vl_moe_fast.py

modeling_ernie4_5_vl_moe.py

modular_ernie4_5_vl_moe.py

processing_ernie4_5_vl_moe.py

video_processing_ernie4_5_vl_moe.py

__init__.py

configuration_esm.py

convert_esm.py

modeling_esm.py

modeling_esmfold.py

tokenization_esm.py

__init__.py

configuration_evolla.py

modeling_evolla.py

modular_evolla.py

processing_evolla.py

__init__.py

configuration_exaone4.py

modeling_exaone4.py

modular_exaone4.py

__init__.py

configuration_exaone_moe.py

modeling_exaone_moe.py

modular_exaone_moe.py

__init__.py

configuration_falcon.py

convert_custom_code_checkpoint.py

modeling_falcon.py

__init__.py

configuration_falcon_mamba.py

modeling_falcon_mamba.py

modular_falcon_mamba.py

__init__.py

configuration_fast_vlm.py

convert_fastvlm_weights_to_hf.py

modeling_fast_vlm.py

modular_fast_vlm.py

__init__.py

configuration_falcon_h1.py

convert_mamba_ssm_checkpoint.py

modeling_falcon_h1.py

modular_falcon_h1.py

__init__.py

configuration_fastspeech2_conformer.py

convert_fastspeech2_conformer_original_pytorch_checkpoint_to_pytorch.py

convert_hifigan.py

convert_model_with_hifigan.py

modeling_fastspeech2_conformer.py

tokenization_fastspeech2_conformer.py

__init__.py

configuration_flaubert.py

modeling_flaubert.py

tokenization_flaubert.py

__init__.py

configuration_flava.py

convert_dalle_to_flava_codebook.py

convert_flava_original_pytorch_to_hf.py

image_processing_flava.py

image_processing_flava_fast.py

modeling_flava.py

processing_flava.py

__init__.py

configuration_flex_olmo.py

modeling_flex_olmo.py

modular_flex_olmo.py

__init__.py

configuration_florence2.py

convert_florence2_original_pytorch_to_hf.py

modeling_florence2.py

modular_florence2.py

processing_florence2.py

__init__.py

configuration_fnet.py

convert_fnet_original_flax_checkpoint_to_pytorch.py

modeling_fnet.py

tokenization_fnet.py

__init__.py

configuration_focalnet.py

convert_focalnet_to_hf_format.py

modeling_focalnet.py

__init__.py

configuration_fsmt.py

convert_fsmt_original_pytorch_checkpoint_to_pytorch.py

modeling_fsmt.py

tokenization_fsmt.py

__init__.py

configuration_funnel.py

convert_funnel_original_tf_checkpoint_to_pytorch.py

modeling_funnel.py

tokenization_funnel.py

__init__.py

configuration_fuyu.py

convert_fuyu_model_weights_to_hf.py

image_processing_fuyu.py

image_processing_fuyu_fast.py

modeling_fuyu.py

processing_fuyu.py

__init__.py

configuration_gemma.py

convert_gemma_weights_to_hf.py

modeling_gemma.py

modular_gemma.py

tokenization_gemma.py

__init__.py

configuration_gemma2.py

convert_gemma2_weights_to_hf.py

modeling_gemma2.py

modular_gemma2.py

__init__.py

configuration_gemma3.py

convert_gemma3_weights.py

image_processing_gemma3.py

image_processing_gemma3_fast.py

modeling_gemma3.py

modular_gemma3.py

processing_gemma3.py

__init__.py

configuration_gemma3n.py

convert_gemma3n_weights.py

feature_extraction_gemma3n.py

modeling_gemma3n.py

modular_gemma3n.py

processing_gemma3n.py

__init__.py

configuration_git.py

convert_git_to_pytorch.py

modeling_git.py

processing_git.py

__init__.py

configuration_glm.py

convert_glm_weights_to_hf.py

modeling_glm.py

modular_glm.py

__init__.py

configuration_glm4.py

convert_glm4_weights_to_hf.py

modeling_glm4.py

modular_glm4.py

__init__.py

configuration_glm46v.py

image_processing_glm46v.py

image_processing_glm46v_fast.py

modeling_glm46v.py

modular_glm46v.py

processing_glm46v.py

video_processing_glm46v.py

__init__.py

configuration_glm4_moe.py

modeling_glm4_moe.py

modular_glm4_moe.py

__init__.py

configuration_glm4_moe_lite.py

modeling_glm4_moe_lite.py

modular_glm4_moe_lite.py

__init__.py

configuration_glm4v.py

convert_glm4v_mgt_weights_to_hf.py

image_processing_glm4v.py

image_processing_glm4v_fast.py

modeling_glm4v.py

modular_glm4v.py

processing_glm4v.py

video_processing_glm4v.py

__init__.py

configuration_glm4v_moe.py

convert_glm4v_moe_mgt_weights_to_hf.py

modeling_glm4v_moe.py

modular_glm4v_moe.py

__init__.py

configuration_glm_image.py

image_processing_glm_image.py

image_processing_glm_image_fast.py

modeling_glm_image.py

modular_glm_image.py

processing_glm_image.py

__init__.py

configuration_glm_moe_dsa.py

modeling_glm_moe_dsa.py

modular_glm_moe_dsa.py

__init__.py

configuration_glm_ocr.py

modeling_glm_ocr.py

modular_glm_ocr.py

__init__.py

configuration_glmasr.py

convert_glmasr_weights_to_hf.py

modeling_glmasr.py

modular_glmasr.py

processing_glmasr.py

__init__.py

configuration_glpn.py

convert_glpn_to_pytorch.py

image_processing_glpn.py

image_processing_glpn_fast.py

modeling_glpn.py

__init__.py

configuration_got_ocr2.py

convert_got_ocr2_weights_to_hf.py

image_processing_got_ocr2.py

image_processing_got_ocr2_fast.py

modeling_got_ocr2.py

modular_got_ocr2.py

processing_got_ocr2.py

__init__.py

configuration_gpt2.py

convert_gpt2_original_tf_checkpoint_to_pytorch.py

modeling_gpt2.py

tokenization_gpt2.py

__init__.py

configuration_gpt_bigcode.py

modeling_gpt_bigcode.py

__init__.py

configuration_gpt_neo.py

convert_gpt_neo_mesh_tf_to_pytorch.py

modeling_gpt_neo.py

__init__.py

configuration_gpt_neox.py

modeling_gpt_neox.py

modular_gpt_neox.py

tokenization_gpt_neox.py

__init__.py

configuration_gpt_neox_japanese.py

modeling_gpt_neox_japanese.py

tokenization_gpt_neox_japanese.py

__init__.py

configuration_gpt_oss.py

convert_gpt_oss_weights_to_hf.py

modeling_gpt_oss.py

modular_gpt_oss.py

__init__.py

convert_megatron_to_pytorch.py

tokenization_gpt_sw3.py

__init__.py

configuration_gptj.py

modeling_gptj.py

__init__.py

configuration_granite.py

modeling_granite.py

modular_granite.py

__init__.py

configuration_granite_speech.py

feature_extraction_granite_speech.py

modeling_granite_speech.py

processing_granite_speech.py

__init__.py

configuration_granitemoe.py

modeling_granitemoe.py

modular_granitemoe.py

__init__.py

configuration_granitemoehybrid.py

modeling_granitemoehybrid.py

modular_granitemoehybrid.py

__init__.py

configuration_granitemoeshared.py

modeling_granitemoeshared.py

modular_granitemoeshared.py

__init__.py

configuration_grounding_dino.py

convert_grounding_dino_to_hf.py

image_processing_grounding_dino.py

image_processing_grounding_dino_fast.py

modeling_grounding_dino.py

modular_grounding_dino.py

processing_grounding_dino.py

__init__.py

configuration_groupvit.py

convert_groupvit_nvlab_to_hf.py

modeling_groupvit.py

__init__.py

configuration_helium.py

modeling_helium.py

modular_helium.py

__init__.py

tokenization_herbert.py

__init__.py

configuration_hgnet_v2.py

modeling_hgnet_v2.py

modular_hgnet_v2.py

__init__.py

configuration_hiera.py

convert_hiera_to_hf.py

modeling_hiera.py

__init__.py

configuration_hubert.py

convert_distilhubert_original_s3prl_checkpoint_to_pytorch.py

convert_hubert_original_pytorch_checkpoint_to_pytorch.py

convert_hubert_original_s3prl_checkpoint_to_pytorch.py

modeling_hubert.py

modular_hubert.py

__init__.py

configuration_hunyuan_v1_dense.py

modeling_hunyuan_v1_dense.py

modular_hunyuan_v1_dense.py

__init__.py

configuration_hunyuan_v1_moe.py

modeling_hunyuan_v1_moe.py

modular_hunyuan_v1_moe.py

__init__.py

configuration_ibert.py

modeling_ibert.py

quant_modules.py

__init__.py

configuration_idefics.py

image_processing_idefics.py

modeling_idefics.py

perceiver.py

processing_idefics.py

vision.py

__init__.py

configuration_idefics2.py

convert_idefics2_weights_to_hf.py

image_processing_idefics2.py

image_processing_idefics2_fast.py

modeling_idefics2.py

processing_idefics2.py

__init__.py

configuration_idefics3.py

convert_idefics3_weights_to_hf.py

image_processing_idefics3.py

image_processing_idefics3_fast.py

modeling_idefics3.py

processing_idefics3.py

__init__.py

configuration_ijepa.py

convert_ijepa_to_hf.py

modeling_ijepa.py

modular_ijepa.py

__init__.py

configuration_imagegpt.py

convert_imagegpt_original_tf2_to_pytorch.py

image_processing_imagegpt.py

image_processing_imagegpt_fast.py

modeling_imagegpt.py

__init__.py

configuration_informer.py

modeling_informer.py

modular_informer.py

__init__.py

configuration_instructblip.py

convert_instructblip_original_to_pytorch.py

modeling_instructblip.py

processing_instructblip.py

__init__.py

configuration_instructblipvideo.py

convert_instructblipvideo_original_to_pytorch.py

modeling_instructblipvideo.py

modular_instructblipvideo.py

processing_instructblipvideo.py

video_processing_instructblipvideo.py

__init__.py

configuration_internvl.py

convert_internvl_weights_to_hf.py

modeling_internvl.py

modular_internvl.py

processing_internvl.py

video_processing_internvl.py

__init__.py

configuration_jais2.py

modeling_jais2.py

modular_jais2.py

__init__.py

configuration_jamba.py

modeling_jamba.py

modular_jamba.py

__init__.py

configuration_janus.py

convert_janus_weights_to_hf.py

image_processing_janus.py

image_processing_janus_fast.py

modeling_janus.py

modular_janus.py

processing_janus.py

__init__.py

configuration_kosmos2.py

convert_kosmos2_original_pytorch_checkpoint_to_pytorch.py

modeling_kosmos2.py

processing_kosmos2.py

__init__.py

configuration_jetmoe.py

modeling_jetmoe.py

modular_jetmoe.py

__init__.py

configuration_kosmos2_5.py

convert_kosmos2_5.py

image_processing_kosmos2_5.py

image_processing_kosmos2_5_fast.py

modeling_kosmos2_5.py

processing_kosmos2_5.py

__init__.py

configuration_kyutai_speech_to_text.py

convert_kyutai_speech_to_text_to_hf.py

feature_extraction_kyutai_speech_to_text.py

modeling_kyutai_speech_to_text.py

modular_kyutai_speech_to_text.py

processing_kyutai_speech_to_text.py

__init__.py

configuration_lasr.py

feature_extraction_lasr.py

modeling_lasr.py

modular_lasr.py

processing_lasr.py

tokenization_lasr.py

__init__.py

configuration_layoutlm.py

modeling_layoutlm.py

__init__.py

configuration_layoutlmv2.py

image_processing_layoutlmv2.py

image_processing_layoutlmv2_fast.py

modeling_layoutlmv2.py

processing_layoutlmv2.py

tokenization_layoutlmv2.py

__init__.py

configuration_layoutlmv3.py

image_processing_layoutlmv3.py

image_processing_layoutlmv3_fast.py

modeling_layoutlmv3.py

processing_layoutlmv3.py

tokenization_layoutlmv3.py

__init__.py

configuration_layoutxlm.py

modular_layoutxlm.py

processing_layoutxlm.py

tokenization_layoutxlm.py

__init__.py

configuration_led.py

modeling_led.py

__init__.py

configuration_levit.py

convert_levit_timm_to_pytorch.py

image_processing_levit.py

image_processing_levit_fast.py

modeling_levit.py

__init__.py

configuration_lfm2.py

modeling_lfm2.py

modular_lfm2.py

__init__.py

configuration_lfm2_moe.py

modeling_lfm2_moe.py

modular_lfm2_moe.py

__init__.py

configuration_lfm2_vl.py

image_processing_lfm2_vl_fast.py

modeling_lfm2_vl.py

modular_lfm2_vl.py

processing_lfm2_vl.py

__init__.py

configuration_lightglue.py

convert_lightglue_to_hf.py

image_processing_lightglue.py

image_processing_lightglue_fast.py

modeling_lightglue.py

modular_lightglue.py

__init__.py

configuration_lighton_ocr.py

modeling_lighton_ocr.py

modular_lighton_ocr.py

processing_lighton_ocr.py

__init__.py

configuration_lilt.py

modeling_lilt.py

__init__.py

configuration_llama.py

convert_llama_weights_to_hf.py

modeling_llama.py

tokenization_llama.py

__init__.py

configuration_llama4.py

convert_llama4_weights_to_hf.py

image_processing_llama4_fast.py

modeling_llama4.py

processing_llama4.py

__init__.py

configuration_llava.py

convert_llava_weights_to_hf.py

image_processing_llava.py

image_processing_llava_fast.py

modeling_llava.py

processing_llava.py

__init__.py

configuration_llava_next.py

convert_llava_next_weights_to_hf.py

image_processing_llava_next.py

image_processing_llava_next_fast.py

modeling_llava_next.py

processing_llava_next.py

__init__.py

configuration_llava_next_video.py

convert_llava_next_video_weights_to_hf.py

modeling_llava_next_video.py

modular_llava_next_video.py

processing_llava_next_video.py

video_processing_llava_next_video.py

__init__.py

configuration_llava_onevision.py

convert_llava_onevision_weights_to_hf.py

image_processing_llava_onevision.py

image_processing_llava_onevision_fast.py

modeling_llava_onevision.py

modular_llava_onevision.py

processing_llava_onevision.py

video_processing_llava_onevision.py

__init__.py

configuration_longcat_flash.py

modeling_longcat_flash.py

modular_longcat_flash.py

__init__.py

configuration_longformer.py

convert_longformer_original_pytorch_lightning_to_pytorch.py

modeling_longformer.py

__init__.py

configuration_longt5.py

modeling_longt5.py

__init__.py

configuration_luke.py

convert_luke_original_pytorch_checkpoint_to_pytorch.py

modeling_luke.py

tokenization_luke.py

__init__.py

configuration_lw_detr.py

convert_lw_detr_to_hf.py

modeling_lw_detr.py

modular_lw_detr.py

__init__.py

configuration_lxmert.py

convert_lxmert_original_tf_checkpoint_to_pytorch.py

modeling_lxmert.py

__init__.py

configuration_m2m_100.py

convert_m2m100_original_checkpoint_to_pytorch.py

modeling_m2m_100.py

tokenization_m2m_100.py

__init__.py

configuration_mamba.py

convert_mamba_ssm_checkpoint_to_pytorch.py

modeling_mamba.py

__init__.py

configuration_mamba2.py

convert_mamba2_ssm_checkpoint_to_pytorch.py

modeling_mamba2.py

__init__.py

configuration_marian.py

convert_marian_tatoeba_to_pytorch.py

convert_marian_to_pytorch.py

modeling_marian.py

tokenization_marian.py

__init__.py

configuration_markuplm.py

feature_extraction_markuplm.py

modeling_markuplm.py

processing_markuplm.py

tokenization_markuplm.py

__init__.py

configuration_mask2former.py

convert_mask2former_original_pytorch_checkpoint_to_pytorch.py

image_processing_mask2former.py

image_processing_mask2former_fast.py

modeling_mask2former.py

modular_mask2former.py

__init__.py

configuration_maskformer.py

configuration_maskformer_swin.py

convert_maskformer_original_pytorch_checkpoint_to_pytorch.py

convert_maskformer_resnet_to_pytorch.py

convert_maskformer_swin_to_pytorch.py

image_processing_maskformer.py

image_processing_maskformer_fast.py

modeling_maskformer.py

modeling_maskformer_swin.py

__init__.py

configuration_mbart.py

convert_mbart_original_checkpoint_to_pytorch.py

modeling_mbart.py

tokenization_mbart.py

__init__.py

tokenization_mbart50.py

__init__.py

configuration_megatron_bert.py

convert_megatron_bert_checkpoint.py

modeling_megatron_bert.py

__init__.py

checkpoint_reshaping_and_interoperability.py

convert_megatron_gpt2_checkpoint.py

__init__.py

configuration_metaclip_2.py

convert_metaclip_2_to_hf.py

modeling_metaclip_2.py

modular_metaclip_2.py

__init__.py

configuration_mgp_str.py

modeling_mgp_str.py

processing_mgp_str.py

tokenization_mgp_str.py

__init__.py

configuration_mimi.py

convert_mimi_checkpoint_to_pytorch.py

modeling_mimi.py

__init__.py

configuration_minimax.py

modeling_minimax.py

modular_minimax.py

__init__.py

configuration_minimax_m2.py

modeling_minimax_m2.py

modular_minimax_m2.py

__init__.py

configuration_ministral.py

modeling_ministral.py

modular_ministral.py

__init__.py

configuration_ministral3.py

convert_ministral3_weights_to_hf.py

modeling_ministral3.py

modular_ministral3.py

__init__.py

configuration_mistral3.py

convert_mistral3_weights_to_hf.py

modeling_mistral3.py

modular_mistral3.py

__init__.py

configuration_mistral.py

convert_mistral_weights_to_hf.py

modeling_mistral.py

modular_mistral.py

__init__.py

configuration_mixtral.py

convert_mixtral_weights_to_hf.py

modeling_mixtral.py

modular_mixtral.py

__init__.py

configuration_mlcd.py

convert_mlcd_weights_to_hf.py

modeling_mlcd.py

modular_mlcd.py

__init__.py

configuration_mllama.py

convert_mllama_weights_to_hf.py

image_processing_mllama.py

image_processing_mllama_fast.py

modeling_mllama.py

processing_mllama.py

__init__.py

convert_mluke_original_pytorch_checkpoint_to_pytorch.py

tokenization_mluke.py

__init__.py

configuration_mm_grounding_dino.py

convert_mm_grounding_dino_to_hf.py

modeling_mm_grounding_dino.py

modular_mm_grounding_dino.py

__init__.py

configuration_mobilebert.py

convert_mobilebert_original_tf_checkpoint_to_pytorch.py

modeling_mobilebert.py

tokenization_mobilebert.py

__init__.py

configuration_mobilenet_v1.py

convert_original_tf_checkpoint_to_pytorch.py

image_processing_mobilenet_v1.py

image_processing_mobilenet_v1_fast.py

modeling_mobilenet_v1.py

__init__.py

configuration_mobilenet_v2.py

convert_original_tf_checkpoint_to_pytorch.py

image_processing_mobilenet_v2.py

image_processing_mobilenet_v2_fast.py

modeling_mobilenet_v2.py

__init__.py

configuration_mobilevit.py

convert_mlcvnets_to_pytorch.py

image_processing_mobilevit.py

image_processing_mobilevit_fast.py

modeling_mobilevit.py

__init__.py

configuration_mobilevitv2.py

convert_mlcvnets_to_pytorch.py

modeling_mobilevitv2.py

__init__.py

configuration_modernbert.py

modeling_modernbert.py

modular_modernbert.py

__init__.py

configuration_modernbert_decoder.py

modeling_modernbert_decoder.py

modular_modernbert_decoder.py

__init__.py

configuration_moonshine.py

convert_usefulsensors_to_hf.py

modeling_moonshine.py

modular_moonshine.py

__init__.py

configuration_moonshine_streaming.py

modeling_moonshine_streaming.py

modular_moonshine_streaming.py

processing_moonshine_streaming.py

__init__.py

configuration_moshi.py

convert_moshi_transformers.py

modeling_moshi.py

__init__.py

configuration_mpnet.py

modeling_mpnet.py

tokenization_mpnet.py

__init__.py

configuration_mpt.py

modeling_mpt.py

__init__.py

configuration_mra.py

convert_mra_pytorch_to_pytorch.py

modeling_mra.py

__init__.py

configuration_mt5.py

modeling_mt5.py

__init__.py

configuration_musicgen.py

convert_musicgen_transformers.py

modeling_musicgen.py

processing_musicgen.py

__init__.py

configuration_musicgen_melody.py

convert_musicgen_melody_transformers.py

feature_extraction_musicgen_melody.py

modeling_musicgen_melody.py

processing_musicgen_melody.py

__init__.py

configuration_mvp.py

modeling_mvp.py

__init__.py

convert_myt5_original_tf_checkpoint_to_pytorch.py

tokenization_myt5.py

__init__.py

configuration_nemotron.py

convert_nemotron_nemo_to_hf.py

modeling_nemotron.py

__init__.py

configuration_nanochat.py

convert_nanochat_checkpoints.py

modeling_nanochat.py

modular_nanochat.py

__init__.py

tokenization_nllb.py

__init__.py

configuration_nllb_moe.py

convert_nllb_moe_sharded_original_checkpoint_to_pytorch.py

modeling_nllb_moe.py

__init__.py

convert_nougat_to_hf.py

image_processing_nougat.py

image_processing_nougat_fast.py

processing_nougat.py

tokenization_nougat.py

__init__.py

configuration_olmo.py

convert_olmo_weights_to_hf.py

modeling_olmo.py

modular_olmo.py

__init__.py

configuration_nystromformer.py

convert_nystromformer_original_pytorch_checkpoint_to_pytorch.py

modeling_nystromformer.py

__init__.py

configuration_olmo2.py

convert_olmo2_weights_to_hf.py

modeling_olmo2.py

modular_olmo2.py

__init__.py

configuration_olmo3.py

convert_olmo3_weights_to_hf.py

modeling_olmo3.py

modular_olmo3.py

__init__.py

configuration_olmoe.py

convert_olmoe_weights_to_hf.py

modeling_olmoe.py

modular_olmoe.py

__init__.py

configuration_omdet_turbo.py

convert_omdet_turbo_to_hf.py

modeling_omdet_turbo.py

processing_omdet_turbo.py

__init__.py

configuration_oneformer.py

convert_to_hf_oneformer.py

image_processing_oneformer.py

image_processing_oneformer_fast.py

modeling_oneformer.py

processing_oneformer.py

__init__.py

configuration_openai.py

convert_openai_original_tf_checkpoint_to_pytorch.py

modeling_openai.py

tokenization_openai.py

__init__.py

configuration_opt.py

convert_opt_original_pytorch_checkpoint_to_pytorch.py

modeling_opt.py

__init__.py

configuration_ovis2.py

convert_ovis2_weights_to_hf.py

image_processing_ovis2.py

image_processing_ovis2_fast.py

modeling_ovis2.py

modular_ovis2.py

processing_ovis2.py

__init__.py

configuration_owlv2.py

convert_owlv2_to_hf.py

image_processing_owlv2.py

image_processing_owlv2_fast.py

modeling_owlv2.py

modular_owlv2.py

processing_owlv2.py

__init__.py

configuration_owlvit.py

convert_owlvit_original_flax_to_hf.py

image_processing_owlvit.py

image_processing_owlvit_fast.py

modeling_owlvit.py

processing_owlvit.py

__init__.py

configuration_paddleocr_vl.py

image_processing_paddleocr_vl.py

image_processing_paddleocr_vl_fast.py

modeling_paddleocr_vl.py

modular_paddleocr_vl.py

processing_paddleocr_vl.py

__init__.py

configuration_paligemma.py

convert_paligemma2_weights_to_hf.py

convert_paligemma_weights_to_hf.py

modeling_paligemma.py

processing_paligemma.py

__init__.py

configuration_patchtsmixer.py

modeling_patchtsmixer.py

__init__.py

configuration_parakeet.py

convert_nemo_to_hf.py

feature_extraction_parakeet.py

modeling_parakeet.py

modular_parakeet.py

processing_parakeet.py

tokenization_parakeet.py

__init__.py

configuration_patchtst.py

modeling_patchtst.py

__init__.py

configuration_pe_audio.py

feature_extraction_pe_audio.py

modeling_pe_audio.py

modular_pe_audio.py

processing_pe_audio.py

__init__.py

configuration_pe_audio_video.py

convert_pe_audio_video_to_hf.py

modeling_pe_audio_video.py

modular_pe_audio_video.py

processing_pe_audio_video.py

__init__.py

configuration_pe_video.py

modeling_pe_video.py

modular_pe_video.py

processing_pe_video.py

video_processing_pe_video.py

__init__.py

configuration_pegasus.py

convert_pegasus_tf_to_pytorch.py

modeling_pegasus.py

tokenization_pegasus.py

__init__.py

configuration_pegasus_x.py

modeling_pegasus_x.py

__init__.py

configuration_perceiver.py

convert_perceiver_haiku_to_pytorch.py

image_processing_perceiver.py

image_processing_perceiver_fast.py

modeling_perceiver.py

tokenization_perceiver.py

__init__.py

configuration_perception_lm.py

convert_perception_lm_weights_to_hf.py

image_processing_perception_lm_fast.py

modeling_perception_lm.py

modular_perception_lm.py

processing_perception_lm.py

video_processing_perception_lm.py

__init__.py

configuration_persimmon.py

convert_persimmon_weights_to_hf.py

modeling_persimmon.py

__init__.py

configuration_phi.py

convert_phi_weights_to_hf.py

modeling_phi.py

modular_phi.py

__init__.py

configuration_phi3.py

modeling_phi3.py

modular_phi3.py

__init__.py

configuration_phi4_multimodal.py

convert_phi4_multimodal_weights_to_hf.py

feature_extraction_phi4_multimodal.py

image_processing_phi4_multimodal_fast.py

modeling_phi4_multimodal.py

modular_phi4_multimodal.py

processing_phi4_multimodal.py

__init__.py

configuration_phimoe.py

modeling_phimoe.py

modular_phimoe.py

__init__.py

tokenization_phobert.py

__init__.py

configuration_pixio.py

convert_pixio_to_pytorch.py

modeling_pixio.py

modular_pixio.py

__init__.py

configuration_pix2struct.py

convert_pix2struct_original_pytorch_to_hf.py

image_processing_pix2struct.py

image_processing_pix2struct_fast.py

modeling_pix2struct.py

processing_pix2struct.py

__init__.py

configuration_pixtral.py

convert_pixtral_weights_to_hf.py

image_processing_pixtral.py

image_processing_pixtral_fast.py

modeling_pixtral.py

processing_pixtral.py

__init__.py

configuration_plbart.py

convert_plbart_original_checkpoint_to_torch.py

modeling_plbart.py

modular_plbart.py

tokenization_plbart.py

__init__.py

configuration_poolformer.py

convert_poolformer_original_to_pytorch.py

image_processing_poolformer.py

image_processing_poolformer_fast.py

modeling_poolformer.py

__init__.py

configuration_pop2piano.py

convert_pop2piano_weights_to_hf.py

feature_extraction_pop2piano.py

modeling_pop2piano.py

processing_pop2piano.py

tokenization_pop2piano.py

__init__.py

configuration_pp_doclayout_v3.py

image_processing_pp_doclayout_v3_fast.py

modeling_pp_doclayout_v3.py

modular_pp_doclayout_v3.py

__init__.py

configuration_prompt_depth_anything.py

convert_prompt_depth_anything_to_hf.py

image_processing_prompt_depth_anything.py

image_processing_prompt_depth_anything_fast.py

modeling_prompt_depth_anything.py

modular_prompt_depth_anything.py

__init__.py

configuration_prophetnet.py

convert_prophetnet_original_pytorch_checkpoint_to_pytorch.py

modeling_prophetnet.py

tokenization_prophetnet.py

__init__.py

configuration_pvt.py

convert_pvt_to_pytorch.py

image_processing_pvt.py

image_processing_pvt_fast.py

modeling_pvt.py

__init__.py

configuration_pvt_v2.py

convert_pvt_v2_to_pytorch.py

modeling_pvt_v2.py

__init__.py

configuration_qwen2.py

modeling_qwen2.py

modular_qwen2.py

tokenization_qwen2.py

__init__.py

configuration_qwen2_5_omni.py

modeling_qwen2_5_omni.py

modular_qwen2_5_omni.py

processing_qwen2_5_omni.py

__init__.py

configuration_qwen2_5_vl.py

modeling_qwen2_5_vl.py

modular_qwen2_5_vl.py

processing_qwen2_5_vl.py

__init__.py

configuration_qwen2_audio.py

modeling_qwen2_audio.py

processing_qwen2_audio.py

__init__.py

configuration_qwen2_moe.py

modeling_qwen2_moe.py

modular_qwen2_moe.py

__init__.py

configuration_qwen3.py

modeling_qwen3.py

modular_qwen3.py

__init__.py

configuration_qwen2_vl.py

image_processing_qwen2_vl.py

image_processing_qwen2_vl_fast.py

modeling_qwen2_vl.py

processing_qwen2_vl.py

video_processing_qwen2_vl.py

__init__.py

configuration_qwen3_5.py

modeling_qwen3_5.py

modular_qwen3_5.py

tokenization_qwen3_5.py

__init__.py

configuration_qwen3_5_moe.py

modeling_qwen3_5_moe.py

modular_qwen3_5_moe.py

__init__.py

configuration_qwen3_moe.py

modeling_qwen3_moe.py

modular_qwen3_moe.py

__init__.py

configuration_qwen3_next.py

modeling_qwen3_next.py

modular_qwen3_next.py

__init__.py

configuration_qwen3_omni_moe.py

modeling_qwen3_omni_moe.py

modular_qwen3_omni_moe.py

processing_qwen3_omni_moe.py

__init__.py

configuration_qwen3_vl.py

modeling_qwen3_vl.py

modular_qwen3_vl.py

processing_qwen3_vl.py

video_processing_qwen3_vl.py

__init__.py

configuration_qwen3_vl_moe.py

modeling_qwen3_vl_moe.py

modular_qwen3_vl_moe.py

__init__.py

configuration_rag.py

modeling_rag.py

retrieval_rag.py

tokenization_rag.py

__init__.py

configuration_recurrent_gemma.py

convert_recurrent_gemma_to_hf.py

modeling_recurrent_gemma.py

__init__.py

configuration_reformer.py

convert_reformer_trax_checkpoint_to_pytorch.py

modeling_reformer.py

tokenization_reformer.py

__init__.py

configuration_regnet.py

convert_regnet_seer_10b_to_pytorch.py

convert_regnet_to_pytorch.py

modeling_regnet.py

__init__.py

configuration_rembert.py

convert_rembert_tf_checkpoint_to_pytorch.py

modeling_rembert.py

tokenization_rembert.py

__init__.py

configuration_resnet.py

convert_resnet_to_pytorch.py

modeling_resnet.py

__init__.py

configuration_roberta.py

convert_roberta_original_pytorch_checkpoint_to_pytorch.py

modeling_roberta.py

modular_roberta.py

tokenization_roberta.py

tokenization_roberta_old.py

__init__.py

configuration_roberta_prelayernorm.py

convert_roberta_prelayernorm_original_pytorch_checkpoint_to_pytorch.py

modeling_roberta_prelayernorm.py

__init__.py

configuration_roc_bert.py

modeling_roc_bert.py

tokenization_roc_bert.py

__init__.py

configuration_roformer.py

convert_roformer_original_tf_checkpoint_to_pytorch.py

modeling_roformer.py

tokenization_roformer.py

tokenization_utils.py

__init__.py

configuration_rt_detr.py

configuration_rt_detr_resnet.py

convert_rt_detr_original_pytorch_checkpoint_to_hf.py

image_processing_rt_detr.py

image_processing_rt_detr_fast.py

modeling_rt_detr.py

modeling_rt_detr_resnet.py

modular_rt_detr.py

__init__.py

configuration_rt_detr_v2.py

convert_rt_detr_v2_weights_to_hf.py

modeling_rt_detr_v2.py

modular_rt_detr_v2.py

__init__.py

configuration_rwkv.py

convert_rwkv_checkpoint_to_hf.py

modeling_rwkv.py

__init__.py

configuration_sam.py

convert_sam_to_hf.py

image_processing_sam.py

image_processing_sam_fast.py

modeling_sam.py

processing_sam.py

__init__.py

configuration_sam2.py

convert_sam2_to_hf.py

image_processing_sam2_fast.py

modeling_sam2.py

modular_sam2.py

processing_sam2.py

__init__.py

configuration_sam2_video.py

convert_sam2_video_to_hf.py

modeling_sam2_video.py

modular_sam2_video.py

processing_sam2_video.py

video_processing_sam2_video.py

__init__.py

configuration_sam3.py

convert_sam3_to_hf.py

image_processing_sam3_fast.py

modeling_sam3.py

modular_sam3.py

processing_sam3.py

__init__.py

configuration_sam3_tracker.py

modeling_sam3_tracker.py

modular_sam3_tracker.py

processing_sam3_tracker.py

__init__.py

configuration_sam3_tracker_video.py

modeling_sam3_tracker_video.py

modular_sam3_tracker_video.py

processing_sam3_tracker_video.py

__init__.py

configuration_sam3_video.py

convert_sam3_video_to_hf.py

modeling_sam3_video.py

processing_sam3_video.py

__init__.py

configuration_sam_hq.py

convert_samhq_to_hf.py

modeling_sam_hq.py

modular_sam_hq.py

processing_sam_hq.py

__init__.py

configuration_seamless_m4t.py

convert_fairseq2_to_hf.py

feature_extraction_seamless_m4t.py

modeling_seamless_m4t.py

processing_seamless_m4t.py

tokenization_seamless_m4t.py

__init__.py

configuration_seamless_m4t_v2.py

convert_fairseq2_to_hf.py

modeling_seamless_m4t_v2.py

__init__.py

configuration_seed_oss.py

modeling_seed_oss.py

modular_seed_oss.py

__init__.py

configuration_segformer.py

convert_segformer_original_to_pytorch.py

image_processing_segformer.py

image_processing_segformer_fast.py

modeling_segformer.py

modular_segformer.py

__init__.py

configuration_seggpt.py

convert_seggpt_to_hf.py

image_processing_seggpt.py

modeling_seggpt.py

__init__.py

configuration_sew.py

convert_sew_original_pytorch_checkpoint_to_pytorch.py

modeling_sew.py

modular_sew.py

__init__.py

configuration_sew_d.py

convert_sew_d_original_pytorch_checkpoint_to_pytorch.py

modeling_sew_d.py

__init__.py

configuration_shieldgemma2.py

convert_shieldgemma2_weights_orbax_to_hf.py

modeling_shieldgemma2.py

processing_shieldgemma2.py

__init__.py

configuration_siglip.py

convert_siglip_to_hf.py

image_processing_siglip.py

image_processing_siglip_fast.py

modeling_siglip.py

processing_siglip.py

tokenization_siglip.py

__init__.py

configuration_siglip2.py

convert_siglip2_to_hf.py

image_processing_siglip2.py

image_processing_siglip2_fast.py

modeling_siglip2.py

modular_siglip2.py

processing_siglip2.py

tokenization_siglip2.py

__init__.py

configuration_smollm3.py

modeling_smollm3.py

modular_smollm3.py

__init__.py

configuration_smolvlm.py

image_processing_smolvlm.py

image_processing_smolvlm_fast.py

modeling_smolvlm.py

modular_smolvlm.py

processing_smolvlm.py

video_processing_smolvlm.py

__init__.py

configuration_solar_open.py

modeling_solar_open.py

modular_solar_open.py

__init__.py

configuration_speech_encoder_decoder.py

convert_mbart_wav2vec2_seq2seq_original_to_pytorch.py

convert_speech_to_text_wav2vec2_seq2seq_original_to_pytorch.py

modeling_speech_encoder_decoder.py

__init__.py

configuration_speech_to_text.py

convert_s2t_fairseq_to_tfms.py

feature_extraction_speech_to_text.py

modeling_speech_to_text.py

processing_speech_to_text.py

tokenization_speech_to_text.py

__init__.py

configuration_speecht5.py

convert_hifigan.py

convert_speecht5_original_pytorch_checkpoint_to_pytorch.py

feature_extraction_speecht5.py

modeling_speecht5.py

number_normalizer.py

processing_speecht5.py

tokenization_speecht5.py

__init__.py

configuration_splinter.py

modeling_splinter.py

tokenization_splinter.py

__init__.py

configuration_squeezebert.py

modeling_squeezebert.py

tokenization_squeezebert.py

__init__.py

configuration_stablelm.py

modeling_stablelm.py

__init__.py

configuration_starcoder2.py

modeling_starcoder2.py

modular_starcoder2.py

__init__.py

configuration_superglue.py

convert_superglue_to_hf.py

image_processing_superglue.py

image_processing_superglue_fast.py

modeling_superglue.py

__init__.py

configuration_superpoint.py

convert_superpoint_to_pytorch.py

image_processing_superpoint.py

image_processing_superpoint_fast.py

modeling_superpoint.py

__init__.py

configuration_swiftformer.py

convert_swiftformer_original_to_hf.py

modeling_swiftformer.py

__init__.py

configuration_swin.py

convert_swin_simmim_to_pytorch.py

convert_swin_timm_to_pytorch.py

modeling_swin.py

__init__.py

configuration_swin2sr.py

convert_swin2sr_original_to_pytorch.py

image_processing_swin2sr.py

image_processing_swin2sr_fast.py

modeling_swin2sr.py

__init__.py

configuration_swinv2.py

convert_swinv2_timm_to_pytorch.py

modeling_swinv2.py

__init__.py

configuration_switch_transformers.py

convert_big_switch.py

convert_switch_transformers_original_flax_checkpoint_to_pytorch.py

modeling_switch_transformers.py

modular_switch_transformers.py

__init__.py

configuration_t5.py

convert_t5_original_tf_checkpoint_to_pytorch.py

convert_t5x_checkpoint_to_pytorch.py

modeling_t5.py

tokenization_t5.py

__init__.py

configuration_t5gemma.py

modeling_t5gemma.py

modular_t5gemma.py

__init__.py

configuration_t5gemma2.py

modeling_t5gemma2.py

modular_t5gemma2.py

__init__.py

configuration_table_transformer.py

convert_table_transformer_to_hf.py

convert_table_transformer_to_hf_no_timm.py

modeling_table_transformer.py

__init__.py

configuration_tapas.py

convert_tapas_original_tf_checkpoint_to_pytorch.py

modeling_tapas.py

tokenization_tapas.py

__init__.py

configuration_textnet.py

convert_textnet_to_hf.py

image_processing_textnet.py

image_processing_textnet_fast.py

modeling_textnet.py

__init__.py

configuration_time_series_transformer.py

modeling_time_series_transformer.py

__init__.py

configuration_timesfm.py

convert_timesfm_orignal_to_hf.py

modeling_timesfm.py

modular_timesfm.py

__init__.py

configuration_timesformer.py

convert_timesformer_to_pytorch.py

modeling_timesformer.py

__init__.py

configuration_timm_backbone.py

modeling_timm_backbone.py

__init__.py

configuration_timm_wrapper.py

image_processing_timm_wrapper.py

modeling_timm_wrapper.py

__init__.py

configuration_trocr.py

convert_trocr_unilm_to_pytorch.py

modeling_trocr.py

processing_trocr.py

__init__.py

configuration_tvp.py

image_processing_tvp.py

image_processing_tvp_fast.py

modeling_tvp.py

processing_tvp.py

__init__.py

configuration_udop.py

convert_udop_to_hf.py

modeling_udop.py

processing_udop.py

tokenization_udop.py

__init__.py

configuration_umt5.py

convert_umt5_checkpoint_to_pytorch.py

modeling_umt5.py

__init__.py

configuration_unispeech.py

convert_unispeech_original_pytorch_checkpoint_to_pytorch.py

modeling_unispeech.py

modular_unispeech.py

__init__.py

configuration_unispeech_sat.py

convert_unispeech_original_s3prl_checkpoint_to_pytorch.py

convert_unispeech_sat_original_pytorch_checkpoint_to_pytorch.py

modeling_unispeech_sat.py

modular_unispeech_sat.py

__init__.py

configuration_univnet.py

convert_univnet.py

feature_extraction_univnet.py

modeling_univnet.py

__init__.py

configuration_upernet.py

convert_convnext_upernet_to_pytorch.py

convert_swin_upernet_to_pytorch.py

modeling_upernet.py

__init__.py

configuration_vaultgemma.py

modeling_vaultgemma.py

modular_vaultgemma.py

__init__.py

configuration_vibevoice_acoustic_tokenizer.py

convert_vibevoice_acoustic_tokenizer_to_hf.py

feature_extraction_vibevoice_acoustic_tokenizer.py

modeling_vibevoice_acoustic_tokenizer.py

modular_vibevoice_acoustic_tokenizer.py

__init__.py

configuration_video_llama_3.py

image_processing_video_llama_3.py

image_processing_video_llama_3_fast.py

modeling_video_llama_3.py

modular_video_llama_3.py

processing_video_llama_3.py

video_processing_video_llama_3.py

__init__.py

configuration_video_llava.py

convert_video_llava_weights_to_hf.py

image_processing_video_llava.py

modeling_video_llava.py

processing_video_llava.py

video_processing_video_llava.py

__init__.py

configuration_videomae.py

convert_videomae_to_pytorch.py

image_processing_videomae.py

modeling_videomae.py

video_processing_videomae.py

__init__.py

configuration_vilt.py

convert_vilt_original_to_pytorch.py

image_processing_vilt.py

image_processing_vilt_fast.py

modeling_vilt.py

processing_vilt.py

__init__.py

configuration_vipllava.py

convert_vipllava_weights_to_hf.py

modeling_vipllava.py

modular_vipllava.py

__init__.py

configuration_vision_encoder_decoder.py

modeling_vision_encoder_decoder.py

__init__.py

configuration_vision_text_dual_encoder.py

modeling_vision_text_dual_encoder.py

processing_vision_text_dual_encoder.py

__init__.py

configuration_visual_bert.py

convert_visual_bert_original_pytorch_checkpoint_to_pytorch.py

modeling_visual_bert.py

__init__.py

configuration_vit.py

convert_dino_to_pytorch.py

convert_vit_timm_to_pytorch.py

image_processing_vit.py

image_processing_vit_fast.py

modeling_vit.py

__init__.py

configuration_vit_mae.py

convert_vit_mae_to_pytorch.py

modeling_vit_mae.py

__init__.py

configuration_vit_msn.py

convert_msn_to_pytorch.py

modeling_vit_msn.py

__init__.py

configuration_vitdet.py

modeling_vitdet.py

__init__.py

configuration_vitmatte.py

convert_vitmatte_to_hf.py

image_processing_vitmatte.py

image_processing_vitmatte_fast.py

modeling_vitmatte.py

__init__.py

configuration_vitpose.py

convert_vitpose_to_hf.py

image_processing_vitpose.py

image_processing_vitpose_fast.py

modeling_vitpose.py

__init__.py

configuration_vitpose_backbone.py

modeling_vitpose_backbone.py

__init__.py

configuration_vits.py

convert_original_checkpoint.py

modeling_vits.py

tokenization_vits.py

__init__.py

configuration_vivit.py

convert_vivit_flax_to_pytorch.py

image_processing_vivit.py

modeling_vivit.py

__init__.py

configuration_vjepa2.py

convert_vjepa2_classifier_to_hf.py

convert_vjepa2_to_hf.py

modeling_vjepa2.py

video_processing_vjepa2.py

__init__.py

configuration_voxtral.py

convert_voxtral_weights_to_hf.py

modeling_voxtral.py

modular_voxtral.py

processing_voxtral.py

__init__.py

configuration_wav2vec2.py

convert_wav2vec2_original_pytorch_checkpoint_to_pytorch.py

convert_wav2vec2_original_s3prl_checkpoint_to_pytorch.py

feature_extraction_wav2vec2.py

modeling_wav2vec2.py

processing_wav2vec2.py

tokenization_wav2vec2.py

__init__.py

configuration_wav2vec2_bert.py

convert_wav2vec2_seamless_checkpoint.py

modeling_wav2vec2_bert.py

modular_wav2vec2_bert.py

processing_wav2vec2_bert.py

__init__.py

configuration_wav2vec2_conformer.py

convert_wav2vec2_conformer_original_pytorch_checkpoint_to_pytorch.py

modeling_wav2vec2_conformer.py

modular_wav2vec2_conformer.py

__init__.py

tokenization_wav2vec2_phoneme.py

__init__.py

processing_wav2vec2_with_lm.py

__init__.py

configuration_wavlm.py

convert_wavlm_original_pytorch_checkpoint_to_pytorch.py

convert_wavlm_original_s3prl_checkpoint_to_pytorch.py

modeling_wavlm.py

modular_wavlm.py

__init__.py

configuration_whisper.py

convert_openai_to_hf.py

english_normalizer.py

feature_extraction_whisper.py

generation_whisper.py

modeling_whisper.py

processing_whisper.py

tokenization_whisper.py

__init__.py

configuration_x_clip.py

convert_x_clip_original_pytorch_to_hf.py

modeling_x_clip.py

processing_x_clip.py

__init__.py

configuration_xcodec.py

convert_xcodec_weights_to_hf.py

modeling_xcodec.py

__init__.py

configuration_xglm.py

convert_xglm_original_ckpt_to_trfms.py

modeling_xglm.py

tokenization_xglm.py

__init__.py

configuration_xlm.py

convert_xlm_original_pytorch_checkpoint_to_pytorch.py

modeling_xlm.py

tokenization_xlm.py

__init__.py

configuration_xlm_roberta.py

modeling_xlm_roberta.py

modular_xlm_roberta.py

tokenization_xlm_roberta.py

__init__.py

configuration_xlm_roberta_xl.py

convert_xlm_roberta_xl_original_pytorch_checkpoint_to_pytorch.py

modeling_xlm_roberta_xl.py

modular_xlm_roberta_xl.py

__init__.py

configuration_xlnet.py

convert_xlnet_original_tf_checkpoint_to_pytorch.py

modeling_xlnet.py

tokenization_xlnet.py

__init__.py

configuration_xlstm.py

modeling_xlstm.py

__init__.py

configuration_xmod.py

convert_xmod_original_pytorch_checkpoint_to_pytorch.py

modeling_xmod.py

__init__.py

configuration_yolos.py

convert_yolos_to_pytorch.py

image_processing_yolos.py

image_processing_yolos_fast.py

modeling_yolos.py

modular_yolos.py

__init__.py

configuration_yoso.py

convert_yoso_pytorch_to_pytorch.py

modeling_yoso.py

__init__.py

configuration_youtu.py

modeling_youtu.py

modular_youtu.py

__init__.py

configuration_zamba.py

modeling_zamba.py

__init__.py

configuration_zamba2.py

modeling_zamba2.py

modular_zamba2.py

__init__.py

configuration_zoedepth.py

convert_zoedepth_to_hf.py

image_processing_zoedepth.py

image_processing_zoedepth_fast.py

modeling_zoedepth.py

__init__.py

chunk_utils.py

data_transforms.py

feats.py

loss.py

protein.py

residue_constants.py

rigid_utils.py

tensor_utils.py

Quantization24

__init__.py

auto.py

base.py

quantizer_aqlm.py

quantizer_auto_round.py

quantizer_awq.py

quantizer_bitnet.py

quantizer_bnb_4bit.py

quantizer_bnb_8bit.py

quantizer_compressed_tensors.py

quantizer_eetq.py

quantizer_fbgemm_fp8.py

quantizer_finegrained_fp8.py

quantizer_fp_quant.py

quantizer_gptq.py

quantizer_higgs.py

quantizer_hqq.py

quantizer_mxfp4.py

quantizer_quanto.py

quantizer_quark.py

quantizer_spqr.py

quantizer_torchao.py

quantizer_vptq.py

quantizers_utils.py

Integrations39

__init__.py

accelerate.py

aqlm.py

awq.py

bitnet.py

bitsandbytes.py

deepspeed.py

eager_paged.py

eetq.py

executorch.py

fbgemm_fp8.py

finegrained_fp8.py

flash_attention.py

flash_paged.py

flex_attention.py

fp_quant.py

fsdp.py

ggml.py

higgs.py

hqq.py

hub_kernels.py

integration_utils.py

liger.py

mistral.py

moe.py

mxfp4.py

neftune.py

npu_flash_attention.py

peft.py

quanto.py

quark.py

sdpa_attention.py

sdpa_paged.py

spqr.py

tensor_parallel.py

tiktoken.py

torchao.py

tpu.py

vptq.py

Loss Functions8

__init__.py

loss_d_fine.py

loss_deformable_detr.py

loss_for_object_detection.py

loss_grounding_dino.py

loss_lw_detr.py

loss_rt_detr.py

loss_utils.py

Utils38

__init__.py

attention_visualizer.py

auto_docstring.py

backbone_utils.py

chat_parsing_utils.py

chat_template_utils.py

constants.py

deprecation.py

doc.py

dummy_detectron2_objects.py

dummy_essentia_and_librosa_and_pretty_midi_and_scipy_and_torch_objects.py

dummy_mistral_common_objects.py

dummy_music_objects.py

dummy_pt_objects.py

dummy_sentencepiece_and_tokenizers_objects.py

dummy_speech_objects.py

dummy_timm_and_torchvision_objects.py

dummy_tokenizers_objects.py

dummy_torchaudio_objects.py

dummy_torchvision_objects.py

dummy_vision_objects.py

generic.py

hp_naming.py

hub.py

import_utils.py

kernel_config.py

loading_report.py

logging.py

metrics.py

notebook.py

output_capturing.py

peft_utils.py

pytest_helpers.py

quantization_config.py

sentencepiece_model_pb2.py

sentencepiece_model_pb2_new.py

type_validators.py

versions.py

Data Processing12

__init__.py

data_collator.py

__init__.py

glue.py

squad.py

__init__.py

squad_metrics.py

__init__.py

glue.py

squad.py

utils.py

xnli.py

CLI8

__init__.py

add_fast_image_processor.py

add_new_model_like.py

chat.py

download.py

serve.py

system.py

transformers.py

Distributed2

__init__.py

configuration_utils.py

Cache Utilities2413

__init__.py

activations.py

audio_utils.py

backbone_utils.py

cache_utils.py

configuration_utils.py

conversion_mapping.py

convert_slow_tokenizer.py

convert_slow_tokenizers_checkpoints_to_fast.py

core_model_loading.py

debug_utils.py

dependency_versions_check.py

dependency_versions_table.py

dynamic_module_utils.py

feature_extraction_sequence_utils.py

feature_extraction_utils.py

file_utils.py

hf_argparser.py

hyperparameter_search.py

image_processing_base.py

image_processing_utils.py

image_processing_utils_fast.py

image_transforms.py

image_utils.py

initialization.py

masking_utils.py

model_debugging_utils.py

modelcard.py

modeling_attn_mask_utils.py

modeling_flash_attention_utils.py

modeling_gguf_pytorch_utils.py

modeling_layers.py

modeling_outputs.py

modeling_rope_utils.py

modeling_utils.py

optimization.py

processing_utils.py

pytorch_utils.py

safetensors_conversion.py

testing_utils.py

time_series_utils.py

tokenization_mistral_common.py

tokenization_python.py

tokenization_utils_base.py

tokenization_utils_sentencepiece.py

tokenization_utils_tokenizers.py

trainer.py

trainer_callback.py

trainer_jit_checkpoint.py

trainer_optimizer.py

trainer_pt_utils.py

trainer_seq2seq.py

trainer_utils.py

training_args.py

training_args_seq2seq.py

video_processing_utils.py

video_utils.py

__init__.py

add_fast_image_processor.py

add_new_model_like.py

chat.py

download.py

serve.py

system.py

transformers.py

__init__.py

data_collator.py

__init__.py

configuration_utils.py

__init__.py

candidate_generator.py

configuration_utils.py

logits_process.py

stopping_criteria.py

streamers.py

utils.py

watermarking.py

__init__.py

accelerate.py

aqlm.py

awq.py

bitnet.py

bitsandbytes.py

deepspeed.py

eager_paged.py

eetq.py

executorch.py

fbgemm_fp8.py

finegrained_fp8.py

flash_attention.py

flash_paged.py

flex_attention.py

fp_quant.py

fsdp.py

ggml.py

higgs.py

hqq.py

hub_kernels.py

integration_utils.py

liger.py

mistral.py

moe.py

mxfp4.py

neftune.py

npu_flash_attention.py

peft.py

quanto.py

quark.py

sdpa_attention.py

sdpa_paged.py

spqr.py

tensor_parallel.py

tiktoken.py

torchao.py

tpu.py

vptq.py

__init__.py

loss_d_fine.py

loss_deformable_detr.py

loss_for_object_detection.py

loss_grounding_dino.py

loss_lw_detr.py

loss_rt_detr.py

loss_utils.py

__init__.py

any_to_any.py

audio_classification.py

audio_utils.py

automatic_speech_recognition.py

base.py

depth_estimation.py

document_question_answering.py

feature_extraction.py

fill_mask.py

image_classification.py

image_feature_extraction.py

image_segmentation.py

image_text_to_text.py

image_to_image.py

keypoint_matching.py

mask_generation.py

object_detection.py

pt_utils.py

question_answering.py

table_question_answering.py

text_classification.py

text_generation.py

text_to_audio.py

token_classification.py

video_classification.py

visual_question_answering.py

zero_shot_audio_classification.py

zero_shot_classification.py

zero_shot_image_classification.py

zero_shot_object_detection.py

__init__.py

auto.py

base.py

quantizer_aqlm.py

quantizer_auto_round.py

quantizer_awq.py

quantizer_bitnet.py

quantizer_bnb_4bit.py

quantizer_bnb_8bit.py

quantizer_compressed_tensors.py

quantizer_eetq.py

quantizer_fbgemm_fp8.py

quantizer_finegrained_fp8.py

quantizer_fp_quant.py

quantizer_gptq.py

quantizer_higgs.py

quantizer_hqq.py

quantizer_mxfp4.py

quantizer_quanto.py

quantizer_quark.py

quantizer_spqr.py

quantizer_torchao.py

quantizer_vptq.py

quantizers_utils.py

__init__.py

attention_visualizer.py

auto_docstring.py

backbone_utils.py

chat_parsing_utils.py

chat_template_utils.py

constants.py

deprecation.py

doc.py

dummy_detectron2_objects.py

dummy_essentia_and_librosa_and_pretty_midi_and_scipy_and_torch_objects.py

dummy_mistral_common_objects.py

dummy_music_objects.py

dummy_pt_objects.py

dummy_sentencepiece_and_tokenizers_objects.py

dummy_speech_objects.py

dummy_timm_and_torchvision_objects.py

dummy_tokenizers_objects.py

dummy_torchaudio_objects.py

dummy_torchvision_objects.py

dummy_vision_objects.py

generic.py

hp_naming.py

hub.py

import_utils.py

kernel_config.py

loading_report.py

logging.py

metrics.py

notebook.py

output_capturing.py

peft_utils.py

pytest_helpers.py

quantization_config.py

sentencepiece_model_pb2.py

sentencepiece_model_pb2_new.py

type_validators.py

versions.py

__init__.py

glue.py

squad.py

__init__.py

squad_metrics.py

__init__.py

glue.py

squad.py

utils.py

xnli.py

__init__.py

cache.py

cache_manager.py

continuous_api.py

input_ouputs.py

requests.py

scheduler.py

__init__.py

configuration_afmoe.py

modeling_afmoe.py

modular_afmoe.py

__init__.py

configuration_aimv2.py

convert_aimv2_original_pytorch_to_hf.py

modeling_aimv2.py

modular_aimv2.py

__init__.py

configuration_albert.py

convert_albert_original_tf_checkpoint_to_pytorch.py

modeling_albert.py

tokenization_albert.py

__init__.py

configuration_align.py

convert_align_tf_to_hf.py

modeling_align.py

processing_align.py

__init__.py

configuration_altclip.py

modeling_altclip.py

processing_altclip.py

__init__.py

configuration_apertus.py

modeling_apertus.py

modular_apertus.py

__init__.py

configuration_arcee.py

modeling_arcee.py

modular_arcee.py

__init__.py

configuration_aria.py

convert_aria_weights_to_hf.py

image_processing_aria.py

modeling_aria.py

modular_aria.py

processing_aria.py

__init__.py

configuration_audio_spectrogram_transformer.py

convert_audio_spectrogram_transformer_original_to_pytorch.py

feature_extraction_audio_spectrogram_transformer.py

modeling_audio_spectrogram_transformer.py

__init__.py

configuration_audioflamingo3.py

convert_audioflamingo3_to_hf.py

modeling_audioflamingo3.py

modular_audioflamingo3.py

processing_audioflamingo3.py

__init__.py

auto_factory.py

configuration_auto.py

feature_extraction_auto.py

image_processing_auto.py

modeling_auto.py

processing_auto.py

tokenization_auto.py

video_processing_auto.py

__init__.py

configuration_autoformer.py

modeling_autoformer.py

__init__.py

configuration_aya_vision.py

modeling_aya_vision.py

modular_aya_vision.py

processing_aya_vision.py

__init__.py

configuration_bamba.py

convert_mamba_ssm_checkpoint.py

modeling_bamba.py

modular_bamba.py

__init__.py

configuration_bark.py

convert_suno_to_hf.py

generation_configuration_bark.py

modeling_bark.py

processing_bark.py

__init__.py

configuration_bart.py

convert_bart_original_pytorch_checkpoint_to_pytorch.py

modeling_bart.py

tokenization_bart.py

__init__.py

tokenization_barthez.py

__init__.py

configuration_beit.py

convert_beit_unilm_to_pytorch.py

image_processing_beit.py

image_processing_beit_fast.py

modeling_beit.py

__init__.py

tokenization_bartpho.py

__init__.py

configuration_bert.py

convert_bert_original_tf2_checkpoint_to_pytorch.py

convert_bert_original_tf_checkpoint_to_pytorch.py

convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py

modeling_bert.py

tokenization_bert.py

tokenization_bert_legacy.py

__init__.py

configuration_bert_generation.py

modeling_bert_generation.py

tokenization_bert_generation.py

__init__.py

tokenization_bert_japanese.py

__init__.py

tokenization_bertweet.py

__init__.py

configuration_big_bird.py

convert_bigbird_original_tf_checkpoint_to_pytorch.py

modeling_big_bird.py

tokenization_big_bird.py

__init__.py

configuration_bigbird_pegasus.py

convert_bigbird_pegasus_tf_to_pytorch.py

modeling_bigbird_pegasus.py

__init__.py

configuration_biogpt.py

convert_biogpt_original_pytorch_checkpoint_to_pytorch.py

modeling_biogpt.py

modular_biogpt.py

tokenization_biogpt.py

__init__.py

configuration_bit.py

convert_bit_to_pytorch.py

image_processing_bit.py

image_processing_bit_fast.py

modeling_bit.py

__init__.py

configuration_bitnet.py

modeling_bitnet.py

modular_bitnet.py

__init__.py

configuration_blenderbot.py

convert_blenderbot_original_pytorch_checkpoint_to_pytorch.py

modeling_blenderbot.py

tokenization_blenderbot.py

__init__.py

configuration_blenderbot_small.py

modeling_blenderbot_small.py

tokenization_blenderbot_small.py

__init__.py

configuration_blip.py

convert_blip_original_pytorch_to_hf.py

image_processing_blip.py

image_processing_blip_fast.py

modeling_blip.py

modeling_blip_text.py

processing_blip.py

__init__.py

configuration_blip_2.py

convert_blip_2_original_to_pytorch.py

modeling_blip_2.py

processing_blip_2.py

__init__.py

configuration_bloom.py

convert_bloom_original_checkpoint_to_pytorch.py

modeling_bloom.py

__init__.py

configuration_blt.py

convert_blt_weights_to_hf.py

modeling_blt.py

modular_blt.py

__init__.py

configuration_bridgetower.py

image_processing_bridgetower.py

image_processing_bridgetower_fast.py

modeling_bridgetower.py

processing_bridgetower.py

__init__.py

configuration_bros.py

convert_bros_to_pytorch.py

modeling_bros.py

processing_bros.py

__init__.py

convert_byt5_original_tf_checkpoint_to_pytorch.py

tokenization_byt5.py

__init__.py

configuration_camembert.py

modeling_camembert.py

modular_camembert.py

tokenization_camembert.py

__init__.py

configuration_canine.py

convert_canine_original_tf_checkpoint_to_pytorch.py

modeling_canine.py

tokenization_canine.py

__init__.py

configuration_chameleon.py

convert_chameleon_weights_to_hf.py

image_processing_chameleon.py

image_processing_chameleon_fast.py

modeling_chameleon.py

processing_chameleon.py

__init__.py

configuration_chinese_clip.py

convert_chinese_clip_original_pytorch_to_hf.py

image_processing_chinese_clip.py

image_processing_chinese_clip_fast.py

modeling_chinese_clip.py

processing_chinese_clip.py

__init__.py

configuration_clap.py

convert_clap_original_pytorch_to_hf.py

feature_extraction_clap.py

modeling_clap.py

processing_clap.py

__init__.py

configuration_clip.py

convert_clip_original_pytorch_to_hf.py

image_processing_clip.py

image_processing_clip_fast.py

modeling_clip.py

processing_clip.py

tokenization_clip.py

__init__.py

configuration_clipseg.py

convert_clipseg_original_pytorch_to_hf.py

modeling_clipseg.py

processing_clipseg.py

__init__.py

configuration_clvp.py

convert_clvp_to_hf.py

feature_extraction_clvp.py

modeling_clvp.py

number_normalizer.py

processing_clvp.py

tokenization_clvp.py

__init__.py

tokenization_code_llama.py

__init__.py

configuration_codegen.py

modeling_codegen.py

tokenization_codegen.py

__init__.py

configuration_cohere.py

modeling_cohere.py

modular_cohere.py

tokenization_cohere.py

__init__.py

configuration_cohere2.py

modeling_cohere2.py

modular_cohere2.py

__init__.py

configuration_cohere2_vision.py

image_processing_cohere2_vision_fast.py

modeling_cohere2_vision.py

modular_cohere2_vision.py

processing_cohere2_vision.py

__init__.py

configuration_colpali.py

convert_colpali_weights_to_hf.py

modeling_colpali.py

modular_colpali.py

processing_colpali.py

__init__.py

configuration_colqwen2.py

convert_colqwen2_weights_to_hf.py

modeling_colqwen2.py

modular_colqwen2.py

processing_colqwen2.py

__init__.py

configuration_conditional_detr.py

convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.py

image_processing_conditional_detr.py

image_processing_conditional_detr_fast.py

modeling_conditional_detr.py

modular_conditional_detr.py

__init__.py

configuration_convbert.py

convert_convbert_original_tf1_checkpoint_to_pytorch.py

modeling_convbert.py

tokenization_convbert.py

__init__.py

configuration_convnext.py

convert_convnext_to_pytorch.py

image_processing_convnext.py

image_processing_convnext_fast.py

modeling_convnext.py

__init__.py

configuration_convnextv2.py

convert_convnextv2_to_pytorch.py

modeling_convnextv2.py

__init__.py

tokenization_cpm.py

tokenization_cpm_fast.py

__init__.py

configuration_cpmant.py

modeling_cpmant.py

tokenization_cpmant.py

__init__.py

configuration_csm.py

convert_csm.py

generation_csm.py

modeling_csm.py

modular_csm.py

processing_csm.py

__init__.py

configuration_ctrl.py

modeling_ctrl.py

tokenization_ctrl.py

__init__.py

configuration_cvt.py

convert_cvt_original_pytorch_checkpoint_to_pytorch.py

modeling_cvt.py

__init__.py

configuration_cwm.py

modeling_cwm.py

modular_cwm.py

__init__.py

configuration_d_fine.py

convert_d_fine_original_pytorch_checkpoint_to_hf.py

modeling_d_fine.py

modular_d_fine.py

__init__.py

configuration_dab_detr.py

convert_dab_detr_original_pytorch_checkpoint_to_pytorch.py

modeling_dab_detr.py

__init__.py

configuration_dac.py

convert_dac_checkpoint.py

feature_extraction_dac.py

modeling_dac.py

__init__.py

configuration_data2vec_audio.py

configuration_data2vec_text.py

configuration_data2vec_vision.py

convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.py

convert_data2vec_text_original_pytorch_checkpoint_to_pytorch.py

convert_data2vec_vision_original_pytorch_checkpoint_to_pytorch.py

modeling_data2vec_audio.py

modeling_data2vec_text.py

modeling_data2vec_vision.py

modular_data2vec_audio.py

modular_data2vec_text.py

__init__.py

configuration_dbrx.py

modeling_dbrx.py

modular_dbrx.py

__init__.py

configuration_deberta.py

modeling_deberta.py

tokenization_deberta.py

__init__.py

configuration_deberta_v2.py

modeling_deberta_v2.py

tokenization_deberta_v2.py

__init__.py

configuration_decision_transformer.py

modeling_decision_transformer.py

__init__.py

configuration_deepseek_v2.py

modeling_deepseek_v2.py

modular_deepseek_v2.py

__init__.py

configuration_deepseek_v3.py

modeling_deepseek_v3.py

modular_deepseek_v3.py

__init__.py

configuration_deepseek_vl.py

convert_deepseek_vl_weights_to_hf.py

image_processing_deepseek_vl.py

image_processing_deepseek_vl_fast.py

modeling_deepseek_vl.py

modular_deepseek_vl.py

processing_deepseek_vl.py

__init__.py

configuration_deepseek_vl_hybrid.py

convert_deepseek_vl_hybrid_weights_to_hf.py

image_processing_deepseek_vl_hybrid.py

image_processing_deepseek_vl_hybrid_fast.py

modeling_deepseek_vl_hybrid.py

modular_deepseek_vl_hybrid.py

processing_deepseek_vl_hybrid.py

__init__.py

configuration_deformable_detr.py

convert_deformable_detr_to_pytorch.py

image_processing_deformable_detr.py

image_processing_deformable_detr_fast.py

modeling_deformable_detr.py

modular_deformable_detr.py

__init__.py

configuration_deit.py

convert_deit_timm_to_pytorch.py

image_processing_deit.py

image_processing_deit_fast.py

modeling_deit.py

__init__.py

configuration_depth_anything.py

convert_depth_anything_to_hf.py

convert_distill_any_depth_to_hf.py

modeling_depth_anything.py

__init__.py

configuration_depth_pro.py

convert_depth_pro_weights_to_hf.py

image_processing_depth_pro.py

image_processing_depth_pro_fast.py

modeling_depth_pro.py

__init__.py

configuration_detr.py

convert_detr_original_pytorch_checkpoint_to_pytorch.py

convert_detr_to_pytorch.py

image_processing_detr.py

image_processing_detr_fast.py

modeling_detr.py

__init__.py

configuration_dia.py

convert_dia_to_hf.py

feature_extraction_dia.py

generation_dia.py

modeling_dia.py

modular_dia.py

processing_dia.py

tokenization_dia.py

__init__.py

convert_dialogpt_original_pytorch_checkpoint_to_pytorch.py

__init__.py

configuration_diffllama.py

modeling_diffllama.py

modular_diffllama.py

__init__.py

configuration_dinat.py

modeling_dinat.py

__init__.py

configuration_dinov2.py

convert_dinov2_to_hf.py

modeling_dinov2.py

__init__.py

configuration_dinov2_with_registers.py

convert_dinov2_with_registers_to_hf.py

modeling_dinov2_with_registers.py

modular_dinov2_with_registers.py

__init__.py

configuration_dinov3_convnext.py

convert_dinov3_convnext_to_hf.py

modeling_dinov3_convnext.py

__init__.py

configuration_dinov3_vit.py

convert_dinov3_vit_to_hf.py

image_processing_dinov3_vit_fast.py

modeling_dinov3_vit.py

modular_dinov3_vit.py

__init__.py

configuration_distilbert.py

modeling_distilbert.py

tokenization_distilbert.py

__init__.py

convert_dit_unilm_to_pytorch.py

__init__.py

configuration_doge.py

convert_doge_weights_to_hf.py

modeling_doge.py

modular_doge.py

__init__.py

configuration_donut_swin.py

convert_donut_to_pytorch.py

image_processing_donut.py

image_processing_donut_fast.py

modeling_donut_swin.py

processing_donut.py

__init__.py

configuration_dots1.py

modeling_dots1.py

modular_dots1.py

__init__.py

configuration_dpr.py

convert_dpr_original_checkpoint_to_pytorch.py

modeling_dpr.py

tokenization_dpr.py

tokenization_dpr_fast.py

__init__.py

configuration_edgetam.py

convert_edgetam_to_hf.py

modeling_edgetam.py

modular_edgetam.py

__init__.py

configuration_edgetam_video.py

convert_edgetam_video_to_hf.py

modeling_edgetam_video.py

modular_edgetam_video.py

__init__.py

configuration_dpt.py

convert_dinov2_depth_to_hf.py

convert_dpt_beit_to_hf.py

convert_dpt_hybrid_to_pytorch.py

convert_dpt_swinv2_to_hf.py

convert_dpt_to_pytorch.py

image_processing_dpt.py

image_processing_dpt_fast.py

modeling_dpt.py

modular_dpt.py

__init__.py

configuration_efficientnet.py

convert_efficientnet_to_pytorch.py

image_processing_efficientnet.py

image_processing_efficientnet_fast.py

modeling_efficientnet.py

__init__.py

configuration_efficientloftr.py

convert_efficientloftr_to_hf.py

image_processing_efficientloftr.py

image_processing_efficientloftr_fast.py

modeling_efficientloftr.py

modular_efficientloftr.py

__init__.py

configuration_electra.py

convert_electra_original_tf_checkpoint_to_pytorch.py

modeling_electra.py

__init__.py

configuration_emu3.py

convert_emu3_weights_to_hf.py

image_processing_emu3.py

modeling_emu3.py

modular_emu3.py

processing_emu3.py

__init__.py

configuration_encodec.py

convert_encodec_checkpoint_to_pytorch.py

feature_extraction_encodec.py

modeling_encodec.py

__init__.py

configuration_encoder_decoder.py

modeling_encoder_decoder.py

__init__.py

configuration_eomt.py

convert_eomt_to_hf.py

image_processing_eomt.py

image_processing_eomt_fast.py

modeling_eomt.py

modular_eomt.py

__init__.py

configuration_eomt_dinov3.py

convert_eomt_dinov3_to_hf.py

modeling_eomt_dinov3.py

modular_eomt_dinov3.py

__init__.py

configuration_ernie.py

modeling_ernie.py

modular_ernie.py

__init__.py

configuration_ernie4_5.py

convert_ernie4_5_tokenizer.py

modeling_ernie4_5.py

modular_ernie4_5.py

__init__.py

configuration_ernie4_5_moe.py

modeling_ernie4_5_moe.py

modular_ernie4_5_moe.py

__init__.py

configuration_ernie4_5_vl_moe.py

convert_ernie4_5_vl_moe_to_hf.py

image_processing_ernie4_5_vl_moe.py

image_processing_ernie4_5_vl_moe_fast.py

modeling_ernie4_5_vl_moe.py

modular_ernie4_5_vl_moe.py

processing_ernie4_5_vl_moe.py

video_processing_ernie4_5_vl_moe.py

__init__.py

configuration_esm.py

convert_esm.py

modeling_esm.py

modeling_esmfold.py

tokenization_esm.py

__init__.py

configuration_evolla.py

modeling_evolla.py

modular_evolla.py

processing_evolla.py

__init__.py

configuration_exaone4.py

modeling_exaone4.py

modular_exaone4.py

__init__.py

configuration_exaone_moe.py

modeling_exaone_moe.py

modular_exaone_moe.py

__init__.py

configuration_falcon.py

convert_custom_code_checkpoint.py

modeling_falcon.py

__init__.py

configuration_falcon_mamba.py

modeling_falcon_mamba.py

modular_falcon_mamba.py

__init__.py

configuration_fast_vlm.py

convert_fastvlm_weights_to_hf.py

modeling_fast_vlm.py

modular_fast_vlm.py

__init__.py

configuration_falcon_h1.py

convert_mamba_ssm_checkpoint.py

modeling_falcon_h1.py

modular_falcon_h1.py

__init__.py

configuration_fastspeech2_conformer.py

convert_fastspeech2_conformer_original_pytorch_checkpoint_to_pytorch.py

convert_hifigan.py

convert_model_with_hifigan.py

modeling_fastspeech2_conformer.py

tokenization_fastspeech2_conformer.py

__init__.py

configuration_flaubert.py

modeling_flaubert.py

tokenization_flaubert.py

__init__.py

configuration_flava.py

convert_dalle_to_flava_codebook.py

convert_flava_original_pytorch_to_hf.py

image_processing_flava.py

image_processing_flava_fast.py

modeling_flava.py

processing_flava.py

__init__.py

configuration_flex_olmo.py

modeling_flex_olmo.py

modular_flex_olmo.py

__init__.py

configuration_florence2.py

convert_florence2_original_pytorch_to_hf.py

modeling_florence2.py

modular_florence2.py

processing_florence2.py

__init__.py

configuration_fnet.py

convert_fnet_original_flax_checkpoint_to_pytorch.py

modeling_fnet.py

tokenization_fnet.py

__init__.py

configuration_focalnet.py

convert_focalnet_to_hf_format.py

modeling_focalnet.py

__init__.py

configuration_fsmt.py

convert_fsmt_original_pytorch_checkpoint_to_pytorch.py

modeling_fsmt.py

tokenization_fsmt.py

__init__.py

configuration_funnel.py

convert_funnel_original_tf_checkpoint_to_pytorch.py

modeling_funnel.py

tokenization_funnel.py

__init__.py

configuration_fuyu.py

convert_fuyu_model_weights_to_hf.py

image_processing_fuyu.py

image_processing_fuyu_fast.py

modeling_fuyu.py

processing_fuyu.py

__init__.py

configuration_gemma.py

convert_gemma_weights_to_hf.py

modeling_gemma.py

modular_gemma.py

tokenization_gemma.py

__init__.py

configuration_gemma2.py

convert_gemma2_weights_to_hf.py

modeling_gemma2.py

modular_gemma2.py

__init__.py

configuration_gemma3.py

convert_gemma3_weights.py

image_processing_gemma3.py

image_processing_gemma3_fast.py

modeling_gemma3.py

modular_gemma3.py

processing_gemma3.py

__init__.py

configuration_gemma3n.py

convert_gemma3n_weights.py

feature_extraction_gemma3n.py

modeling_gemma3n.py

modular_gemma3n.py

processing_gemma3n.py

__init__.py

configuration_git.py

convert_git_to_pytorch.py

modeling_git.py

processing_git.py

__init__.py

configuration_glm.py

convert_glm_weights_to_hf.py

modeling_glm.py

modular_glm.py

__init__.py

configuration_glm4.py

convert_glm4_weights_to_hf.py

modeling_glm4.py

modular_glm4.py

__init__.py

configuration_glm46v.py

image_processing_glm46v.py

image_processing_glm46v_fast.py

modeling_glm46v.py

modular_glm46v.py

processing_glm46v.py

video_processing_glm46v.py

__init__.py

configuration_glm4_moe.py

modeling_glm4_moe.py

modular_glm4_moe.py

__init__.py

configuration_glm4_moe_lite.py

modeling_glm4_moe_lite.py

modular_glm4_moe_lite.py

__init__.py

configuration_glm4v.py

convert_glm4v_mgt_weights_to_hf.py

image_processing_glm4v.py

image_processing_glm4v_fast.py

modeling_glm4v.py

modular_glm4v.py

processing_glm4v.py

video_processing_glm4v.py

__init__.py

configuration_glm4v_moe.py

convert_glm4v_moe_mgt_weights_to_hf.py

modeling_glm4v_moe.py

modular_glm4v_moe.py

__init__.py

configuration_glm_image.py

image_processing_glm_image.py

image_processing_glm_image_fast.py

modeling_glm_image.py

modular_glm_image.py

processing_glm_image.py

__init__.py

configuration_glm_moe_dsa.py

modeling_glm_moe_dsa.py

modular_glm_moe_dsa.py

__init__.py

configuration_glm_ocr.py

modeling_glm_ocr.py

modular_glm_ocr.py

__init__.py

configuration_glmasr.py

convert_glmasr_weights_to_hf.py

modeling_glmasr.py

modular_glmasr.py

processing_glmasr.py

__init__.py

configuration_glpn.py

convert_glpn_to_pytorch.py

image_processing_glpn.py

image_processing_glpn_fast.py

modeling_glpn.py

__init__.py

configuration_got_ocr2.py

convert_got_ocr2_weights_to_hf.py

image_processing_got_ocr2.py

image_processing_got_ocr2_fast.py

modeling_got_ocr2.py

modular_got_ocr2.py

processing_got_ocr2.py

__init__.py

configuration_gpt2.py

convert_gpt2_original_tf_checkpoint_to_pytorch.py

modeling_gpt2.py

tokenization_gpt2.py

__init__.py

configuration_gpt_bigcode.py

modeling_gpt_bigcode.py

__init__.py

configuration_gpt_neo.py

convert_gpt_neo_mesh_tf_to_pytorch.py

modeling_gpt_neo.py

__init__.py

configuration_gpt_neox.py

modeling_gpt_neox.py

modular_gpt_neox.py

tokenization_gpt_neox.py

__init__.py

configuration_gpt_neox_japanese.py

modeling_gpt_neox_japanese.py

tokenization_gpt_neox_japanese.py

__init__.py

configuration_gpt_oss.py

convert_gpt_oss_weights_to_hf.py

modeling_gpt_oss.py

modular_gpt_oss.py

__init__.py

convert_megatron_to_pytorch.py

tokenization_gpt_sw3.py

__init__.py

configuration_gptj.py

modeling_gptj.py

__init__.py

configuration_granite.py

modeling_granite.py

modular_granite.py

__init__.py

configuration_granite_speech.py

feature_extraction_granite_speech.py

modeling_granite_speech.py

processing_granite_speech.py

__init__.py

configuration_granitemoe.py

modeling_granitemoe.py

modular_granitemoe.py

__init__.py

configuration_granitemoehybrid.py

modeling_granitemoehybrid.py

modular_granitemoehybrid.py

__init__.py

configuration_granitemoeshared.py

modeling_granitemoeshared.py

modular_granitemoeshared.py

__init__.py

configuration_grounding_dino.py

convert_grounding_dino_to_hf.py

image_processing_grounding_dino.py

image_processing_grounding_dino_fast.py

modeling_grounding_dino.py

modular_grounding_dino.py

processing_grounding_dino.py

__init__.py

configuration_groupvit.py

convert_groupvit_nvlab_to_hf.py

modeling_groupvit.py

__init__.py

configuration_helium.py

modeling_helium.py

modular_helium.py

__init__.py

tokenization_herbert.py

__init__.py

configuration_hgnet_v2.py

modeling_hgnet_v2.py

modular_hgnet_v2.py

__init__.py

configuration_hiera.py

convert_hiera_to_hf.py

modeling_hiera.py

__init__.py

configuration_hubert.py

convert_distilhubert_original_s3prl_checkpoint_to_pytorch.py

convert_hubert_original_pytorch_checkpoint_to_pytorch.py

convert_hubert_original_s3prl_checkpoint_to_pytorch.py

modeling_hubert.py

modular_hubert.py

__init__.py

configuration_hunyuan_v1_dense.py

modeling_hunyuan_v1_dense.py

modular_hunyuan_v1_dense.py

__init__.py

configuration_hunyuan_v1_moe.py

modeling_hunyuan_v1_moe.py

modular_hunyuan_v1_moe.py

__init__.py

configuration_ibert.py

modeling_ibert.py

quant_modules.py

__init__.py

configuration_idefics.py

image_processing_idefics.py

modeling_idefics.py

perceiver.py

processing_idefics.py

vision.py

__init__.py

configuration_idefics2.py

convert_idefics2_weights_to_hf.py

image_processing_idefics2.py

image_processing_idefics2_fast.py

modeling_idefics2.py

processing_idefics2.py

__init__.py

configuration_idefics3.py

convert_idefics3_weights_to_hf.py

image_processing_idefics3.py

image_processing_idefics3_fast.py

modeling_idefics3.py

processing_idefics3.py

__init__.py

configuration_ijepa.py

convert_ijepa_to_hf.py

modeling_ijepa.py

modular_ijepa.py

__init__.py

configuration_imagegpt.py

convert_imagegpt_original_tf2_to_pytorch.py

image_processing_imagegpt.py

image_processing_imagegpt_fast.py

modeling_imagegpt.py

__init__.py

configuration_informer.py

modeling_informer.py

modular_informer.py

__init__.py

configuration_instructblip.py

convert_instructblip_original_to_pytorch.py

modeling_instructblip.py

processing_instructblip.py

__init__.py

configuration_instructblipvideo.py

convert_instructblipvideo_original_to_pytorch.py

modeling_instructblipvideo.py

modular_instructblipvideo.py

processing_instructblipvideo.py

video_processing_instructblipvideo.py

__init__.py

configuration_internvl.py

convert_internvl_weights_to_hf.py

modeling_internvl.py

modular_internvl.py

processing_internvl.py

video_processing_internvl.py

__init__.py

configuration_jais2.py

modeling_jais2.py

modular_jais2.py

__init__.py

configuration_jamba.py

modeling_jamba.py

modular_jamba.py

__init__.py

configuration_janus.py

convert_janus_weights_to_hf.py

image_processing_janus.py

image_processing_janus_fast.py

modeling_janus.py

modular_janus.py

processing_janus.py

__init__.py

configuration_kosmos2.py

convert_kosmos2_original_pytorch_checkpoint_to_pytorch.py

modeling_kosmos2.py

processing_kosmos2.py

__init__.py

configuration_jetmoe.py

modeling_jetmoe.py

modular_jetmoe.py

__init__.py

configuration_kosmos2_5.py

convert_kosmos2_5.py

image_processing_kosmos2_5.py

image_processing_kosmos2_5_fast.py

modeling_kosmos2_5.py

processing_kosmos2_5.py

__init__.py

configuration_kyutai_speech_to_text.py

convert_kyutai_speech_to_text_to_hf.py

feature_extraction_kyutai_speech_to_text.py

modeling_kyutai_speech_to_text.py

modular_kyutai_speech_to_text.py

processing_kyutai_speech_to_text.py

__init__.py

configuration_lasr.py

feature_extraction_lasr.py

modeling_lasr.py

modular_lasr.py

processing_lasr.py

tokenization_lasr.py

__init__.py

configuration_layoutlm.py

modeling_layoutlm.py

__init__.py

configuration_layoutlmv2.py

image_processing_layoutlmv2.py

image_processing_layoutlmv2_fast.py

modeling_layoutlmv2.py

processing_layoutlmv2.py

tokenization_layoutlmv2.py

__init__.py

configuration_layoutlmv3.py

image_processing_layoutlmv3.py

image_processing_layoutlmv3_fast.py

modeling_layoutlmv3.py

processing_layoutlmv3.py

tokenization_layoutlmv3.py

__init__.py

configuration_layoutxlm.py

modular_layoutxlm.py

processing_layoutxlm.py

tokenization_layoutxlm.py

__init__.py

configuration_led.py

modeling_led.py

__init__.py

configuration_levit.py

convert_levit_timm_to_pytorch.py

image_processing_levit.py

image_processing_levit_fast.py

modeling_levit.py

__init__.py

configuration_lfm2.py

modeling_lfm2.py

modular_lfm2.py

__init__.py

configuration_lfm2_moe.py

modeling_lfm2_moe.py

modular_lfm2_moe.py

__init__.py

configuration_lfm2_vl.py

image_processing_lfm2_vl_fast.py

modeling_lfm2_vl.py

modular_lfm2_vl.py

processing_lfm2_vl.py

__init__.py

configuration_lightglue.py

convert_lightglue_to_hf.py

image_processing_lightglue.py

image_processing_lightglue_fast.py

modeling_lightglue.py

modular_lightglue.py

__init__.py

configuration_lighton_ocr.py

modeling_lighton_ocr.py

modular_lighton_ocr.py

processing_lighton_ocr.py

__init__.py

configuration_lilt.py

modeling_lilt.py

__init__.py

configuration_llama.py

convert_llama_weights_to_hf.py

modeling_llama.py

tokenization_llama.py

__init__.py

configuration_llama4.py

convert_llama4_weights_to_hf.py

image_processing_llama4_fast.py

modeling_llama4.py

processing_llama4.py

__init__.py

configuration_llava.py

convert_llava_weights_to_hf.py

image_processing_llava.py

image_processing_llava_fast.py

modeling_llava.py

processing_llava.py

__init__.py

configuration_llava_next.py

convert_llava_next_weights_to_hf.py

image_processing_llava_next.py

image_processing_llava_next_fast.py

modeling_llava_next.py

processing_llava_next.py

__init__.py

configuration_llava_next_video.py

convert_llava_next_video_weights_to_hf.py

modeling_llava_next_video.py

modular_llava_next_video.py

processing_llava_next_video.py

video_processing_llava_next_video.py

__init__.py

configuration_llava_onevision.py

convert_llava_onevision_weights_to_hf.py

image_processing_llava_onevision.py

image_processing_llava_onevision_fast.py

modeling_llava_onevision.py

modular_llava_onevision.py

processing_llava_onevision.py

video_processing_llava_onevision.py

__init__.py

configuration_longcat_flash.py

modeling_longcat_flash.py

modular_longcat_flash.py

__init__.py

configuration_longformer.py

convert_longformer_original_pytorch_lightning_to_pytorch.py

modeling_longformer.py

__init__.py

configuration_longt5.py

modeling_longt5.py

__init__.py

configuration_luke.py

convert_luke_original_pytorch_checkpoint_to_pytorch.py

modeling_luke.py

tokenization_luke.py

__init__.py

configuration_lw_detr.py

convert_lw_detr_to_hf.py

modeling_lw_detr.py

modular_lw_detr.py

__init__.py

configuration_lxmert.py

convert_lxmert_original_tf_checkpoint_to_pytorch.py

modeling_lxmert.py

__init__.py

configuration_m2m_100.py

convert_m2m100_original_checkpoint_to_pytorch.py

modeling_m2m_100.py

tokenization_m2m_100.py

__init__.py

configuration_mamba.py

convert_mamba_ssm_checkpoint_to_pytorch.py

modeling_mamba.py

__init__.py

configuration_mamba2.py

convert_mamba2_ssm_checkpoint_to_pytorch.py

modeling_mamba2.py

__init__.py

configuration_marian.py

convert_marian_tatoeba_to_pytorch.py

convert_marian_to_pytorch.py

modeling_marian.py

tokenization_marian.py

__init__.py

configuration_markuplm.py

feature_extraction_markuplm.py

modeling_markuplm.py

processing_markuplm.py

tokenization_markuplm.py

__init__.py

configuration_mask2former.py

convert_mask2former_original_pytorch_checkpoint_to_pytorch.py

image_processing_mask2former.py

image_processing_mask2former_fast.py

modeling_mask2former.py

modular_mask2former.py

__init__.py