├── .gitignore ├── LICENSE ├── README.md ├── chameleon ├── __init__.py ├── download_data.py ├── inference │ ├── __init__.py │ ├── alignment.py │ ├── chameleon.py │ ├── cudagraph.py │ ├── generation.py │ ├── image_tokenizer.py │ ├── loader.py │ ├── logits_processor.py │ ├── model_adapter.py │ ├── stopping_criteria.py │ ├── token_selector.py │ ├── transformer.py │ ├── utils.py │ ├── vocab.py │ └── vqgan.py ├── miniviewer │ ├── __init__.py │ ├── __main__.py │ ├── miniviewer.html │ └── miniviewer.py └── viewer │ ├── backend │ ├── __init__.py │ ├── data_types.py │ ├── model_viewer.py │ ├── models │ │ ├── __init__.py │ │ ├── abstract_model.py │ │ ├── chameleon_distributed.py │ │ ├── chameleon_local.py │ │ └── service.py │ ├── requirements.txt │ └── utils.py │ └── frontend │ ├── README.md │ ├── index.html │ ├── package-lock.json │ ├── package.json │ ├── postcss.config.cjs │ ├── public │ └── fonts │ │ └── optimistic │ │ ├── Optimistic_DisplayVF_W_Wght.woff2 │ │ ├── Optimistic_Display_W_Bd.woff │ │ ├── Optimistic_Display_W_Bd.woff2 │ │ ├── Optimistic_Display_W_Md.woff │ │ ├── Optimistic_Display_W_Md.woff2 │ │ ├── Optimistic_Display_W_SBd.woff │ │ ├── Optimistic_Display_W_SBd.woff2 │ │ ├── Optimistic_TextVF_W_Wght.woff2 │ │ ├── Optimistic_Text_W_Bd.woff │ │ ├── Optimistic_Text_W_Bd.woff2 │ │ ├── Optimistic_Text_W_Md.woff │ │ ├── Optimistic_Text_W_Md.woff2 │ │ ├── Optimistic_Text_W_Rg.woff │ │ ├── Optimistic_Text_W_Rg.woff2 │ │ ├── Optimistic_Text_W_XBd.woff │ │ └── Optimistic_Text_W_XBd.woff2 │ ├── src │ ├── App.css │ ├── App.tsx │ ├── Config.ts │ ├── DataTypes.test.tsx │ ├── DataTypes.ts │ ├── components │ │ ├── hooks │ │ │ └── useAdvancedMode.tsx │ │ ├── inputs │ │ │ ├── DialogModal.tsx │ │ │ ├── InputExampleButton.tsx │ │ │ ├── InputRange.tsx │ │ │ ├── InputShowHide.tsx │ │ │ └── InputToggle.tsx │ │ ├── lexical │ │ │ ├── DragDropPastePlugin.tsx │ │ │ ├── ImageComponent.tsx │ │ │ ├── ImageNode.css │ │ │ ├── ImageNode.tsx │ │ │ ├── ImagesPlugin.tsx │ │ │ ├── LexicalToolbar.tsx │ │ │ ├── ReplaceContentPlugin.tsx │ │ │ └── ReplaceTextPlugin.tsx │ │ ├── output │ │ │ ├── ChatRow.tsx │ │ │ ├── ImageResult.tsx │ │ │ └── StatusBadge.tsx │ │ ├── pages │ │ │ └── GenerateMixedModal.tsx │ │ ├── ri-components │ │ │ ├── meta │ │ │ │ ├── MetaAILogo.stories.ts │ │ │ │ ├── MetaAILogo.tsx │ │ │ │ ├── MetaGradient.tsx │ │ │ │ ├── _logos.tsx │ │ │ │ └── metaTheme.tsx │ │ │ └── navbars │ │ │ │ └── BasicNavbar.tsx │ │ └── util │ │ │ └── useInterval.ts │ ├── helpers │ │ ├── metaTheme.tsx │ │ └── misc.ts │ ├── index.css │ ├── main.tsx │ └── vite-env.d.ts │ ├── tailwind.config.js │ ├── tsconfig.json │ ├── tsconfig.node.json │ └── vite.config.ts ├── demo.py ├── evaluation ├── const.py ├── eval.py ├── eval_utils.py ├── image_text.py ├── mm_out.py ├── visual_chat.py └── vqa.py ├── inference ├── custom_inference.py └── inference_utils.py ├── requirements.txt ├── src ├── bin_to_pth.py ├── image_tokenization.py ├── load_lora_and_merge.py └── tokenization.py ├── static ├── logo.png └── main_result.png ├── training ├── data.py ├── ds_config.json ├── parser.py └── train.py ├── transformers ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── activations.cpython-310.pyc │ ├── cache_utils.cpython-310.pyc │ ├── configuration_utils.cpython-310.pyc │ ├── convert_slow_tokenizer.cpython-310.pyc │ ├── dependency_versions_check.cpython-310.pyc │ ├── dependency_versions_table.cpython-310.pyc │ ├── dynamic_module_utils.cpython-310.pyc │ ├── feature_extraction_utils.cpython-310.pyc │ ├── file_utils.cpython-310.pyc │ ├── image_processing_base.cpython-310.pyc │ ├── image_processing_utils.cpython-310.pyc │ ├── image_transforms.cpython-310.pyc │ ├── image_utils.cpython-310.pyc │ ├── modeling_attn_mask_utils.cpython-310.pyc │ ├── modeling_flash_attention_utils.cpython-310.pyc │ ├── modeling_gguf_pytorch_utils.cpython-310.pyc │ ├── modeling_outputs.cpython-310.pyc │ ├── modeling_utils.cpython-310.pyc │ ├── processing_utils.cpython-310.pyc │ ├── pytorch_utils.cpython-310.pyc │ ├── safetensors_conversion.cpython-310.pyc │ ├── tokenization_utils.cpython-310.pyc │ ├── tokenization_utils_base.cpython-310.pyc │ └── tokenization_utils_fast.cpython-310.pyc ├── activations.py ├── activations_tf.py ├── agents │ ├── __init__.py │ ├── agent_types.py │ ├── agents.py │ ├── default_tools.py │ ├── document_question_answering.py │ ├── evaluate_agent.py │ ├── image_question_answering.py │ ├── llm_engine.py │ ├── monitoring.py │ ├── prompts.py │ ├── python_interpreter.py │ ├── search.py │ ├── speech_to_text.py │ ├── text_to_speech.py │ ├── tools.py │ └── translation.py ├── audio_utils.py ├── benchmark │ ├── __init__.py │ ├── benchmark.py │ ├── benchmark_args.py │ ├── benchmark_args_tf.py │ ├── benchmark_args_utils.py │ ├── benchmark_tf.py │ └── benchmark_utils.py ├── cache_utils.py ├── commands │ ├── __init__.py │ ├── add_new_model_like.py │ ├── convert.py │ ├── download.py │ ├── env.py │ ├── lfs.py │ ├── pt_to_tf.py │ ├── run.py │ ├── serving.py │ ├── train.py │ ├── transformers_cli.py │ └── user.py ├── configuration_utils.py ├── convert_graph_to_onnx.py ├── convert_pytorch_checkpoint_to_tf2.py ├── convert_slow_tokenizer.py ├── convert_slow_tokenizers_checkpoints_to_fast.py ├── convert_tf_hub_seq_to_seq_bert_to_pytorch.py ├── data │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ └── data_collator.cpython-310.pyc │ ├── data_collator.py │ ├── datasets │ │ ├── __init__.py │ │ ├── glue.py │ │ ├── language_modeling.py │ │ └── squad.py │ ├── metrics │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ └── squad_metrics.py │ └── processors │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── glue.cpython-310.pyc │ │ ├── squad.cpython-310.pyc │ │ ├── utils.cpython-310.pyc │ │ └── xnli.cpython-310.pyc │ │ ├── glue.py │ │ ├── squad.py │ │ ├── utils.py │ │ └── xnli.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 ├── generation │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── beam_constraints.cpython-310.pyc │ │ ├── beam_search.cpython-310.pyc │ │ ├── candidate_generator.cpython-310.pyc │ │ ├── configuration_utils.cpython-310.pyc │ │ ├── logits_process.cpython-310.pyc │ │ ├── stopping_criteria.cpython-310.pyc │ │ ├── streamers.cpython-310.pyc │ │ └── utils.cpython-310.pyc │ ├── beam_constraints.py │ ├── beam_search.py │ ├── candidate_generator.py │ ├── configuration_utils.py │ ├── flax_logits_process.py │ ├── flax_utils.py │ ├── logits_process.py │ ├── stopping_criteria.py │ ├── streamers.py │ ├── tf_logits_process.py │ ├── tf_utils.py │ ├── utils.py │ └── watermarking.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 ├── integrations │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── aqlm.cpython-310.pyc │ │ ├── deepspeed.cpython-310.pyc │ │ ├── fsdp.cpython-310.pyc │ │ ├── ggml.cpython-310.pyc │ │ ├── hqq.cpython-310.pyc │ │ ├── integration_utils.cpython-310.pyc │ │ ├── peft.cpython-310.pyc │ │ └── tpu.cpython-310.pyc │ ├── aqlm.py │ ├── awq.py │ ├── bitnet.py │ ├── bitsandbytes.py │ ├── deepspeed.py │ ├── eetq.py │ ├── executorch.py │ ├── fbgemm_fp8.py │ ├── fsdp.py │ ├── ggml.py │ ├── hqq.py │ ├── integration_utils.py │ ├── peft.py │ ├── quanto.py │ └── tpu.py ├── keras_callbacks.py ├── kernels │ ├── __init__.py │ ├── deformable_detr │ │ ├── cpu │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ └── ms_deform_attn_cpu.h │ │ ├── cuda │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ ├── ms_deform_attn_cuda.cuh │ │ │ ├── ms_deform_attn_cuda.h │ │ │ └── ms_deform_im2col_cuda.cuh │ │ ├── ms_deform_attn.h │ │ └── vision.cpp │ ├── deta │ │ ├── cpu │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ └── ms_deform_attn_cpu.h │ │ ├── cuda │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ ├── ms_deform_attn_cuda.cuh │ │ │ ├── ms_deform_attn_cuda.h │ │ │ └── ms_deform_im2col_cuda.cuh │ │ ├── ms_deform_attn.h │ │ └── vision.cpp │ ├── falcon_mamba │ │ ├── __init__.py │ │ └── selective_scan_with_ln_interface.py │ ├── mra │ │ ├── cuda_kernel.cu │ │ ├── cuda_kernel.h │ │ ├── cuda_launch.cu │ │ ├── cuda_launch.h │ │ └── torch_extension.cpp │ ├── rwkv │ │ ├── wkv_cuda.cu │ │ ├── wkv_cuda_bf16.cu │ │ └── wkv_op.cpp │ └── yoso │ │ ├── common.h │ │ ├── common_cuda.h │ │ ├── common_cuda_device.h │ │ ├── fast_lsh_cumulation.cu │ │ ├── fast_lsh_cumulation.h │ │ ├── fast_lsh_cumulation_cuda.cu │ │ ├── fast_lsh_cumulation_cuda.h │ │ └── fast_lsh_cumulation_torch.cpp ├── loss │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── loss_deformable_detr.cpython-310.pyc │ │ ├── loss_for_object_detection.cpython-310.pyc │ │ ├── loss_rt_detr.cpython-310.pyc │ │ └── loss_utils.cpython-310.pyc │ ├── loss_deformable_detr.py │ ├── loss_for_object_detection.py │ ├── loss_rt_detr.py │ └── loss_utils.py ├── modelcard.py ├── modeling_attn_mask_utils.py ├── modeling_flash_attention_utils.py ├── modeling_flax_outputs.py ├── modeling_flax_pytorch_utils.py ├── modeling_flax_utils.py ├── modeling_gguf_pytorch_utils.py ├── modeling_outputs.py ├── modeling_rope_utils.py ├── modeling_tf_outputs.py ├── modeling_tf_pytorch_utils.py ├── modeling_tf_utils.py ├── modeling_utils.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-310.pyc │ ├── albert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_albert.cpython-310.pyc │ │ ├── configuration_albert.py │ │ ├── convert_albert_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_albert.py │ │ ├── modeling_flax_albert.py │ │ ├── modeling_tf_albert.py │ │ ├── tokenization_albert.py │ │ └── tokenization_albert_fast.py │ ├── align │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_align.cpython-310.pyc │ │ ├── configuration_align.py │ │ ├── convert_align_tf_to_hf.py │ │ ├── modeling_align.py │ │ └── processing_align.py │ ├── altclip │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_altclip.cpython-310.pyc │ │ ├── configuration_altclip.py │ │ ├── modeling_altclip.py │ │ └── processing_altclip.py │ ├── audio_spectrogram_transformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_audio_spectrogram_transformer.cpython-310.pyc │ │ ├── configuration_audio_spectrogram_transformer.py │ │ ├── convert_audio_spectrogram_transformer_original_to_pytorch.py │ │ ├── feature_extraction_audio_spectrogram_transformer.py │ │ └── modeling_audio_spectrogram_transformer.py │ ├── auto │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── auto_factory.cpython-310.pyc │ │ │ ├── configuration_auto.cpython-310.pyc │ │ │ ├── modeling_auto.cpython-310.pyc │ │ │ └── tokenization_auto.cpython-310.pyc │ │ ├── auto_factory.py │ │ ├── configuration_auto.py │ │ ├── feature_extraction_auto.py │ │ ├── image_processing_auto.py │ │ ├── modeling_auto.py │ │ ├── modeling_flax_auto.py │ │ ├── modeling_tf_auto.py │ │ ├── processing_auto.py │ │ └── tokenization_auto.py │ ├── autoformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_autoformer.cpython-310.pyc │ │ ├── configuration_autoformer.py │ │ └── modeling_autoformer.py │ ├── bark │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_bark.cpython-310.pyc │ │ ├── configuration_bark.py │ │ ├── convert_suno_to_hf.py │ │ ├── generation_configuration_bark.py │ │ ├── modeling_bark.py │ │ └── processing_bark.py │ ├── bart │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_bart.cpython-310.pyc │ │ ├── configuration_bart.py │ │ ├── convert_bart_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_bart.py │ │ ├── modeling_flax_bart.py │ │ ├── modeling_tf_bart.py │ │ ├── tokenization_bart.py │ │ └── tokenization_bart_fast.py │ ├── barthez │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── tokenization_barthez.py │ │ └── tokenization_barthez_fast.py │ ├── bartpho │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ └── tokenization_bartpho.py │ ├── beit │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_beit.cpython-310.pyc │ │ ├── configuration_beit.py │ │ ├── convert_beit_unilm_to_pytorch.py │ │ ├── feature_extraction_beit.py │ │ ├── image_processing_beit.py │ │ ├── modeling_beit.py │ │ └── modeling_flax_beit.py │ ├── bert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── configuration_bert.cpython-310.pyc │ │ │ ├── modeling_bert.cpython-310.pyc │ │ │ ├── tokenization_bert.cpython-310.pyc │ │ │ └── tokenization_bert_fast.cpython-310.pyc │ │ ├── configuration_bert.py │ │ ├── convert_bert_original_tf2_checkpoint_to_pytorch.py │ │ ├── convert_bert_original_tf_checkpoint_to_pytorch.py │ │ ├── convert_bert_pytorch_checkpoint_to_original_tf.py │ │ ├── convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py │ │ ├── modeling_bert.py │ │ ├── modeling_flax_bert.py │ │ ├── modeling_tf_bert.py │ │ ├── tokenization_bert.py │ │ ├── tokenization_bert_fast.py │ │ └── tokenization_bert_tf.py │ ├── bert_generation │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_bert_generation.cpython-310.pyc │ │ ├── configuration_bert_generation.py │ │ ├── modeling_bert_generation.py │ │ └── tokenization_bert_generation.py │ ├── bert_japanese │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ └── tokenization_bert_japanese.py │ ├── bertweet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ └── tokenization_bertweet.py │ ├── big_bird │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_big_bird.cpython-310.pyc │ │ ├── configuration_big_bird.py │ │ ├── convert_bigbird_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_big_bird.py │ │ ├── modeling_flax_big_bird.py │ │ ├── tokenization_big_bird.py │ │ └── tokenization_big_bird_fast.py │ ├── bigbird_pegasus │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_bigbird_pegasus.cpython-310.pyc │ │ ├── configuration_bigbird_pegasus.py │ │ ├── convert_bigbird_pegasus_tf_to_pytorch.py │ │ └── modeling_bigbird_pegasus.py │ ├── biogpt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_biogpt.cpython-310.pyc │ │ ├── configuration_biogpt.py │ │ ├── convert_biogpt_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_biogpt.py │ │ └── tokenization_biogpt.py │ ├── bit │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_bit.cpython-310.pyc │ │ ├── configuration_bit.py │ │ ├── convert_bit_to_pytorch.py │ │ ├── image_processing_bit.py │ │ └── modeling_bit.py │ ├── blenderbot │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_blenderbot.cpython-310.pyc │ │ ├── configuration_blenderbot.py │ │ ├── convert_blenderbot_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_blenderbot.py │ │ ├── modeling_flax_blenderbot.py │ │ ├── modeling_tf_blenderbot.py │ │ ├── tokenization_blenderbot.py │ │ └── tokenization_blenderbot_fast.py │ ├── blenderbot_small │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_blenderbot_small.cpython-310.pyc │ │ ├── configuration_blenderbot_small.py │ │ ├── modeling_blenderbot_small.py │ │ ├── modeling_flax_blenderbot_small.py │ │ ├── modeling_tf_blenderbot_small.py │ │ ├── tokenization_blenderbot_small.py │ │ └── tokenization_blenderbot_small_fast.py │ ├── blip │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_blip.cpython-310.pyc │ │ ├── configuration_blip.py │ │ ├── convert_blip_original_pytorch_to_hf.py │ │ ├── image_processing_blip.py │ │ ├── modeling_blip.py │ │ ├── modeling_blip_text.py │ │ ├── modeling_tf_blip.py │ │ ├── modeling_tf_blip_text.py │ │ └── processing_blip.py │ ├── blip_2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_blip_2.cpython-310.pyc │ │ ├── configuration_blip_2.py │ │ ├── convert_blip_2_original_to_pytorch.py │ │ ├── modeling_blip_2.py │ │ └── processing_blip_2.py │ ├── bloom │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── configuration_bloom.cpython-310.pyc │ │ │ └── modeling_bloom.cpython-310.pyc │ │ ├── configuration_bloom.py │ │ ├── convert_bloom_original_checkpoint_to_pytorch.py │ │ ├── modeling_bloom.py │ │ ├── modeling_flax_bloom.py │ │ └── tokenization_bloom_fast.py │ ├── bridgetower │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_bridgetower.cpython-310.pyc │ │ ├── configuration_bridgetower.py │ │ ├── image_processing_bridgetower.py │ │ ├── modeling_bridgetower.py │ │ └── processing_bridgetower.py │ ├── bros │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_bros.cpython-310.pyc │ │ ├── configuration_bros.py │ │ ├── convert_bros_to_pytorch.py │ │ ├── modeling_bros.py │ │ └── processing_bros.py │ ├── byt5 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── convert_byt5_original_tf_checkpoint_to_pytorch.py │ │ └── tokenization_byt5.py │ ├── camembert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_camembert.cpython-310.pyc │ │ ├── configuration_camembert.py │ │ ├── modeling_camembert.py │ │ ├── modeling_tf_camembert.py │ │ ├── tokenization_camembert.py │ │ └── tokenization_camembert_fast.py │ ├── canine │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_canine.cpython-310.pyc │ │ ├── configuration_canine.py │ │ ├── convert_canine_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_canine.py │ │ └── tokenization_canine.py │ ├── chameleon │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── configuration_chameleon.cpython-310.pyc │ │ │ ├── convert_chameleon_weights_to_hf.cpython-310.pyc │ │ │ ├── image_processing_chameleon.cpython-310.pyc │ │ │ ├── modeling_chameleon.cpython-310.pyc │ │ │ └── processing_chameleon.cpython-310.pyc │ │ ├── configuration_chameleon.py │ │ ├── convert_chameleon_weights_to_hf.py │ │ ├── image_processing_chameleon.py │ │ ├── modeling_chameleon.py │ │ └── processing_chameleon.py │ ├── chinese_clip │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_chinese_clip.cpython-310.pyc │ │ ├── configuration_chinese_clip.py │ │ ├── convert_chinese_clip_original_pytorch_to_hf.py │ │ ├── feature_extraction_chinese_clip.py │ │ ├── image_processing_chinese_clip.py │ │ ├── modeling_chinese_clip.py │ │ └── processing_chinese_clip.py │ ├── clap │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_clap.cpython-310.pyc │ │ ├── configuration_clap.py │ │ ├── convert_clap_original_pytorch_to_hf.py │ │ ├── feature_extraction_clap.py │ │ ├── modeling_clap.py │ │ └── processing_clap.py │ ├── clip │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_clip.cpython-310.pyc │ │ ├── configuration_clip.py │ │ ├── convert_clip_original_pytorch_to_hf.py │ │ ├── feature_extraction_clip.py │ │ ├── image_processing_clip.py │ │ ├── modeling_clip.py │ │ ├── modeling_flax_clip.py │ │ ├── modeling_tf_clip.py │ │ ├── processing_clip.py │ │ ├── tokenization_clip.py │ │ └── tokenization_clip_fast.py │ ├── clipseg │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_clipseg.cpython-310.pyc │ │ ├── configuration_clipseg.py │ │ ├── convert_clipseg_original_pytorch_to_hf.py │ │ ├── modeling_clipseg.py │ │ └── processing_clipseg.py │ ├── clvp │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_clvp.cpython-310.pyc │ │ ├── configuration_clvp.py │ │ ├── convert_clvp_to_hf.py │ │ ├── feature_extraction_clvp.py │ │ ├── modeling_clvp.py │ │ ├── number_normalizer.py │ │ ├── processing_clvp.py │ │ └── tokenization_clvp.py │ ├── code_llama │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── tokenization_code_llama.py │ │ └── tokenization_code_llama_fast.py │ ├── codegen │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_codegen.cpython-310.pyc │ │ ├── configuration_codegen.py │ │ ├── modeling_codegen.py │ │ ├── tokenization_codegen.py │ │ └── tokenization_codegen_fast.py │ ├── cohere │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_cohere.cpython-310.pyc │ │ ├── configuration_cohere.py │ │ ├── modeling_cohere.py │ │ └── tokenization_cohere_fast.py │ ├── conditional_detr │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_conditional_detr.cpython-310.pyc │ │ ├── configuration_conditional_detr.py │ │ ├── convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.py │ │ ├── feature_extraction_conditional_detr.py │ │ ├── image_processing_conditional_detr.py │ │ └── modeling_conditional_detr.py │ ├── convbert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_convbert.cpython-310.pyc │ │ ├── configuration_convbert.py │ │ ├── convert_convbert_original_tf1_checkpoint_to_pytorch_and_tf2.py │ │ ├── modeling_convbert.py │ │ ├── modeling_tf_convbert.py │ │ ├── tokenization_convbert.py │ │ └── tokenization_convbert_fast.py │ ├── convnext │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_convnext.cpython-310.pyc │ │ ├── configuration_convnext.py │ │ ├── convert_convnext_to_pytorch.py │ │ ├── feature_extraction_convnext.py │ │ ├── image_processing_convnext.py │ │ ├── modeling_convnext.py │ │ └── modeling_tf_convnext.py │ ├── convnextv2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_convnextv2.cpython-310.pyc │ │ ├── configuration_convnextv2.py │ │ ├── convert_convnextv2_to_pytorch.py │ │ ├── modeling_convnextv2.py │ │ └── modeling_tf_convnextv2.py │ ├── cpm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── tokenization_cpm.py │ │ └── tokenization_cpm_fast.py │ ├── cpmant │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_cpmant.cpython-310.pyc │ │ ├── configuration_cpmant.py │ │ ├── modeling_cpmant.py │ │ └── tokenization_cpmant.py │ ├── ctrl │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_ctrl.cpython-310.pyc │ │ ├── configuration_ctrl.py │ │ ├── modeling_ctrl.py │ │ ├── modeling_tf_ctrl.py │ │ └── tokenization_ctrl.py │ ├── cvt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_cvt.cpython-310.pyc │ │ ├── configuration_cvt.py │ │ ├── convert_cvt_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_cvt.py │ │ └── modeling_tf_cvt.py │ ├── dac │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_dac.cpython-310.pyc │ │ ├── configuration_dac.py │ │ ├── convert_dac_checkpoint.py │ │ ├── feature_extraction_dac.py │ │ └── modeling_dac.py │ ├── data2vec │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── configuration_data2vec_audio.cpython-310.pyc │ │ │ ├── configuration_data2vec_text.cpython-310.pyc │ │ │ └── configuration_data2vec_vision.cpython-310.pyc │ │ ├── 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 │ │ └── modeling_tf_data2vec_vision.py │ ├── dbrx │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_dbrx.cpython-310.pyc │ │ ├── configuration_dbrx.py │ │ └── modeling_dbrx.py │ ├── deberta │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_deberta.cpython-310.pyc │ │ ├── configuration_deberta.py │ │ ├── modeling_deberta.py │ │ ├── modeling_tf_deberta.py │ │ ├── tokenization_deberta.py │ │ └── tokenization_deberta_fast.py │ ├── deberta_v2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_deberta_v2.cpython-310.pyc │ │ ├── configuration_deberta_v2.py │ │ ├── modeling_deberta_v2.py │ │ ├── modeling_tf_deberta_v2.py │ │ ├── tokenization_deberta_v2.py │ │ └── tokenization_deberta_v2_fast.py │ ├── decision_transformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_decision_transformer.cpython-310.pyc │ │ ├── configuration_decision_transformer.py │ │ └── modeling_decision_transformer.py │ ├── deformable_detr │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_deformable_detr.cpython-310.pyc │ │ ├── configuration_deformable_detr.py │ │ ├── convert_deformable_detr_to_pytorch.py │ │ ├── feature_extraction_deformable_detr.py │ │ ├── image_processing_deformable_detr.py │ │ ├── load_custom.py │ │ └── modeling_deformable_detr.py │ ├── deit │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_deit.cpython-310.pyc │ │ ├── configuration_deit.py │ │ ├── convert_deit_timm_to_pytorch.py │ │ ├── feature_extraction_deit.py │ │ ├── image_processing_deit.py │ │ ├── modeling_deit.py │ │ └── modeling_tf_deit.py │ ├── deprecated │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── bort │ │ │ ├── __init__.py │ │ │ └── convert_bort_original_gluonnlp_checkpoint_to_pytorch.py │ │ ├── deta │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_deta.cpython-310.pyc │ │ │ ├── configuration_deta.py │ │ │ ├── convert_deta_resnet_to_pytorch.py │ │ │ ├── convert_deta_swin_to_pytorch.py │ │ │ ├── image_processing_deta.py │ │ │ └── modeling_deta.py │ │ ├── efficientformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_efficientformer.cpython-310.pyc │ │ │ ├── configuration_efficientformer.py │ │ │ ├── convert_efficientformer_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── image_processing_efficientformer.py │ │ │ ├── modeling_efficientformer.py │ │ │ └── modeling_tf_efficientformer.py │ │ ├── ernie_m │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_ernie_m.cpython-310.pyc │ │ │ ├── configuration_ernie_m.py │ │ │ ├── modeling_ernie_m.py │ │ │ └── tokenization_ernie_m.py │ │ ├── gptsan_japanese │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_gptsan_japanese.cpython-310.pyc │ │ │ ├── configuration_gptsan_japanese.py │ │ │ ├── convert_gptsan_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_gptsan_japanese.py │ │ │ └── tokenization_gptsan_japanese.py │ │ ├── graphormer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_graphormer.cpython-310.pyc │ │ │ ├── algos_graphormer.pyx │ │ │ ├── collating_graphormer.py │ │ │ ├── configuration_graphormer.py │ │ │ └── modeling_graphormer.py │ │ ├── jukebox │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_jukebox.cpython-310.pyc │ │ │ ├── configuration_jukebox.py │ │ │ ├── convert_jukebox.py │ │ │ ├── modeling_jukebox.py │ │ │ └── tokenization_jukebox.py │ │ ├── mctct │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_mctct.cpython-310.pyc │ │ │ ├── configuration_mctct.py │ │ │ ├── feature_extraction_mctct.py │ │ │ ├── modeling_mctct.py │ │ │ └── processing_mctct.py │ │ ├── mega │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_mega.cpython-310.pyc │ │ │ ├── configuration_mega.py │ │ │ ├── convert_mega_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_mega.py │ │ ├── mmbt │ │ │ ├── __init__.py │ │ │ ├── configuration_mmbt.py │ │ │ └── modeling_mmbt.py │ │ ├── nat │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_nat.cpython-310.pyc │ │ │ ├── configuration_nat.py │ │ │ └── modeling_nat.py │ │ ├── nezha │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_nezha.cpython-310.pyc │ │ │ ├── configuration_nezha.py │ │ │ └── modeling_nezha.py │ │ ├── open_llama │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_open_llama.cpython-310.pyc │ │ │ ├── configuration_open_llama.py │ │ │ └── modeling_open_llama.py │ │ ├── qdqbert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_qdqbert.cpython-310.pyc │ │ │ ├── configuration_qdqbert.py │ │ │ └── modeling_qdqbert.py │ │ ├── realm │ │ │ ├── __init__.py │ │ │ ├── configuration_realm.py │ │ │ ├── modeling_realm.py │ │ │ ├── retrieval_realm.py │ │ │ ├── tokenization_realm.py │ │ │ └── tokenization_realm_fast.py │ │ ├── retribert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_retribert.cpython-310.pyc │ │ │ ├── configuration_retribert.py │ │ │ ├── modeling_retribert.py │ │ │ ├── tokenization_retribert.py │ │ │ └── tokenization_retribert_fast.py │ │ ├── speech_to_text_2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_speech_to_text_2.cpython-310.pyc │ │ │ ├── configuration_speech_to_text_2.py │ │ │ ├── modeling_speech_to_text_2.py │ │ │ ├── processing_speech_to_text_2.py │ │ │ └── tokenization_speech_to_text_2.py │ │ ├── tapex │ │ │ ├── __init__.py │ │ │ └── tokenization_tapex.py │ │ ├── trajectory_transformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_trajectory_transformer.cpython-310.pyc │ │ │ ├── configuration_trajectory_transformer.py │ │ │ ├── convert_trajectory_transformer_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_trajectory_transformer.py │ │ ├── transfo_xl │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_transfo_xl.cpython-310.pyc │ │ │ ├── configuration_transfo_xl.py │ │ │ ├── convert_transfo_xl_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_tf_transfo_xl.py │ │ │ ├── modeling_tf_transfo_xl_utilities.py │ │ │ ├── modeling_transfo_xl.py │ │ │ ├── modeling_transfo_xl_utilities.py │ │ │ └── tokenization_transfo_xl.py │ │ ├── tvlt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_tvlt.cpython-310.pyc │ │ │ ├── configuration_tvlt.py │ │ │ ├── feature_extraction_tvlt.py │ │ │ ├── image_processing_tvlt.py │ │ │ ├── modeling_tvlt.py │ │ │ └── processing_tvlt.py │ │ ├── van │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_van.cpython-310.pyc │ │ │ ├── configuration_van.py │ │ │ ├── convert_van_to_pytorch.py │ │ │ └── modeling_van.py │ │ ├── vit_hybrid │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── configuration_vit_hybrid.cpython-310.pyc │ │ │ ├── configuration_vit_hybrid.py │ │ │ ├── convert_vit_hybrid_timm_to_pytorch.py │ │ │ ├── image_processing_vit_hybrid.py │ │ │ └── modeling_vit_hybrid.py │ │ └── xlm_prophetnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_xlm_prophetnet.cpython-310.pyc │ │ │ ├── configuration_xlm_prophetnet.py │ │ │ ├── modeling_xlm_prophetnet.py │ │ │ └── tokenization_xlm_prophetnet.py │ ├── depth_anything │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_depth_anything.py │ │ ├── convert_depth_anything_to_hf.py │ │ └── modeling_depth_anything.py │ ├── detr │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_detr.cpython-310.pyc │ │ ├── configuration_detr.py │ │ ├── convert_detr_original_pytorch_checkpoint_to_pytorch.py │ │ ├── convert_detr_to_pytorch.py │ │ ├── feature_extraction_detr.py │ │ ├── image_processing_detr.py │ │ └── modeling_detr.py │ ├── dialogpt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ └── convert_dialogpt_original_pytorch_checkpoint_to_pytorch.py │ ├── dinat │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_dinat.cpython-310.pyc │ │ ├── configuration_dinat.py │ │ └── modeling_dinat.py │ ├── dinov2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_dinov2.cpython-310.pyc │ │ ├── configuration_dinov2.py │ │ ├── convert_dinov2_to_hf.py │ │ ├── modeling_dinov2.py │ │ └── modeling_flax_dinov2.py │ ├── distilbert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_distilbert.cpython-310.pyc │ │ ├── configuration_distilbert.py │ │ ├── modeling_distilbert.py │ │ ├── modeling_flax_distilbert.py │ │ ├── modeling_tf_distilbert.py │ │ ├── tokenization_distilbert.py │ │ └── tokenization_distilbert_fast.py │ ├── dit │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ └── convert_dit_unilm_to_pytorch.py │ ├── donut │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_donut_swin.cpython-310.pyc │ │ ├── configuration_donut_swin.py │ │ ├── convert_donut_to_pytorch.py │ │ ├── feature_extraction_donut.py │ │ ├── image_processing_donut.py │ │ ├── modeling_donut_swin.py │ │ └── processing_donut.py │ ├── dpr │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_dpr.cpython-310.pyc │ │ ├── configuration_dpr.py │ │ ├── convert_dpr_original_checkpoint_to_pytorch.py │ │ ├── modeling_dpr.py │ │ ├── modeling_tf_dpr.py │ │ ├── tokenization_dpr.py │ │ └── tokenization_dpr_fast.py │ ├── dpt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_dpt.cpython-310.pyc │ │ ├── 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 │ │ ├── feature_extraction_dpt.py │ │ ├── image_processing_dpt.py │ │ └── modeling_dpt.py │ ├── efficientnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_efficientnet.cpython-310.pyc │ │ ├── configuration_efficientnet.py │ │ ├── convert_efficientnet_to_pytorch.py │ │ ├── image_processing_efficientnet.py │ │ └── modeling_efficientnet.py │ ├── electra │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_electra.cpython-310.pyc │ │ ├── configuration_electra.py │ │ ├── convert_electra_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_electra.py │ │ ├── modeling_flax_electra.py │ │ ├── modeling_tf_electra.py │ │ ├── tokenization_electra.py │ │ └── tokenization_electra_fast.py │ ├── encodec │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_encodec.cpython-310.pyc │ │ ├── configuration_encodec.py │ │ ├── convert_encodec_checkpoint_to_pytorch.py │ │ ├── feature_extraction_encodec.py │ │ └── modeling_encodec.py │ ├── encoder_decoder │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_encoder_decoder.cpython-310.pyc │ │ ├── configuration_encoder_decoder.py │ │ ├── modeling_encoder_decoder.py │ │ ├── modeling_flax_encoder_decoder.py │ │ └── modeling_tf_encoder_decoder.py │ ├── ernie │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_ernie.cpython-310.pyc │ │ ├── configuration_ernie.py │ │ └── modeling_ernie.py │ ├── esm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_esm.cpython-310.pyc │ │ ├── configuration_esm.py │ │ ├── convert_esm.py │ │ ├── modeling_esm.py │ │ ├── modeling_esmfold.py │ │ ├── modeling_tf_esm.py │ │ ├── openfold_utils │ │ │ ├── __init__.py │ │ │ ├── chunk_utils.py │ │ │ ├── data_transforms.py │ │ │ ├── feats.py │ │ │ ├── loss.py │ │ │ ├── protein.py │ │ │ ├── residue_constants.py │ │ │ ├── rigid_utils.py │ │ │ └── tensor_utils.py │ │ └── tokenization_esm.py │ ├── falcon │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_falcon.cpython-310.pyc │ │ ├── configuration_falcon.py │ │ ├── convert_custom_code_checkpoint.py │ │ └── modeling_falcon.py │ ├── falcon_mamba │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_falcon_mamba.cpython-310.pyc │ │ ├── configuration_falcon_mamba.py │ │ └── modeling_falcon_mamba.py │ ├── fastspeech2_conformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_fastspeech2_conformer.cpython-310.pyc │ │ ├── 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 │ ├── flaubert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_flaubert.cpython-310.pyc │ │ ├── configuration_flaubert.py │ │ ├── modeling_flaubert.py │ │ ├── modeling_tf_flaubert.py │ │ └── tokenization_flaubert.py │ ├── flava │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_flava.cpython-310.pyc │ │ ├── configuration_flava.py │ │ ├── convert_dalle_to_flava_codebook.py │ │ ├── convert_flava_original_pytorch_to_hf.py │ │ ├── feature_extraction_flava.py │ │ ├── image_processing_flava.py │ │ ├── modeling_flava.py │ │ └── processing_flava.py │ ├── fnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_fnet.cpython-310.pyc │ │ ├── configuration_fnet.py │ │ ├── convert_fnet_original_flax_checkpoint_to_pytorch.py │ │ ├── modeling_fnet.py │ │ ├── tokenization_fnet.py │ │ └── tokenization_fnet_fast.py │ ├── focalnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_focalnet.cpython-310.pyc │ │ ├── configuration_focalnet.py │ │ ├── convert_focalnet_to_hf_format.py │ │ └── modeling_focalnet.py │ ├── fsmt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_fsmt.cpython-310.pyc │ │ ├── configuration_fsmt.py │ │ ├── convert_fsmt_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_fsmt.py │ │ └── tokenization_fsmt.py │ ├── funnel │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_funnel.cpython-310.pyc │ │ ├── configuration_funnel.py │ │ ├── convert_funnel_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_funnel.py │ │ ├── modeling_tf_funnel.py │ │ ├── tokenization_funnel.py │ │ └── tokenization_funnel_fast.py │ ├── fuyu │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_fuyu.cpython-310.pyc │ │ ├── configuration_fuyu.py │ │ ├── convert_fuyu_model_weights_to_hf.py │ │ ├── image_processing_fuyu.py │ │ ├── modeling_fuyu.py │ │ └── processing_fuyu.py │ ├── gemma │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_gemma.cpython-310.pyc │ │ ├── configuration_gemma.py │ │ ├── convert_gemma_weights_to_hf.py │ │ ├── modeling_flax_gemma.py │ │ ├── modeling_gemma.py │ │ ├── modular_gemma.py │ │ ├── tokenization_gemma.py │ │ └── tokenization_gemma_fast.py │ ├── gemma2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_gemma2.cpython-310.pyc │ │ ├── configuration_gemma2.py │ │ ├── convert_gemma2_weights_to_hf.py │ │ ├── modeling_gemma2.py │ │ └── modular_gemma2.py │ ├── git │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_git.cpython-310.pyc │ │ ├── configuration_git.py │ │ ├── convert_git_to_pytorch.py │ │ ├── modeling_git.py │ │ └── processing_git.py │ ├── glm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_glm.cpython-310.pyc │ │ ├── configuration_glm.py │ │ ├── convert_glm_weights_to_hf.py │ │ ├── modeling_glm.py │ │ └── modular_glm.py │ ├── glpn │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_glpn.cpython-310.pyc │ │ ├── configuration_glpn.py │ │ ├── convert_glpn_to_pytorch.py │ │ ├── feature_extraction_glpn.py │ │ ├── image_processing_glpn.py │ │ └── modeling_glpn.py │ ├── gpt2 │ │ ├── CONVERSION.md │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_gpt2.cpython-310.pyc │ │ ├── configuration_gpt2.py │ │ ├── convert_gpt2_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_flax_gpt2.py │ │ ├── modeling_gpt2.py │ │ ├── modeling_tf_gpt2.py │ │ ├── tokenization_gpt2.py │ │ ├── tokenization_gpt2_fast.py │ │ └── tokenization_gpt2_tf.py │ ├── gpt_bigcode │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_gpt_bigcode.cpython-310.pyc │ │ ├── configuration_gpt_bigcode.py │ │ └── modeling_gpt_bigcode.py │ ├── gpt_neo │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_gpt_neo.cpython-310.pyc │ │ ├── configuration_gpt_neo.py │ │ ├── convert_gpt_neo_mesh_tf_to_pytorch.py │ │ ├── modeling_flax_gpt_neo.py │ │ └── modeling_gpt_neo.py │ ├── gpt_neox │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_gpt_neox.cpython-310.pyc │ │ ├── configuration_gpt_neox.py │ │ ├── modeling_gpt_neox.py │ │ └── tokenization_gpt_neox_fast.py │ ├── gpt_neox_japanese │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_gpt_neox_japanese.cpython-310.pyc │ │ ├── configuration_gpt_neox_japanese.py │ │ ├── modeling_gpt_neox_japanese.py │ │ └── tokenization_gpt_neox_japanese.py │ ├── gpt_sw3 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── convert_megatron_to_pytorch.py │ │ └── tokenization_gpt_sw3.py │ ├── gptj │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_gptj.cpython-310.pyc │ │ ├── configuration_gptj.py │ │ ├── modeling_flax_gptj.py │ │ ├── modeling_gptj.py │ │ └── modeling_tf_gptj.py │ ├── granite │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_granite.cpython-310.pyc │ │ ├── configuration_granite.py │ │ └── modeling_granite.py │ ├── granitemoe │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_granitemoe.cpython-310.pyc │ │ ├── configuration_granitemoe.py │ │ └── modeling_granitemoe.py │ ├── grounding_dino │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_grounding_dino.cpython-310.pyc │ │ ├── configuration_grounding_dino.py │ │ ├── convert_grounding_dino_to_hf.py │ │ ├── image_processing_grounding_dino.py │ │ ├── modeling_grounding_dino.py │ │ └── processing_grounding_dino.py │ ├── groupvit │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_groupvit.cpython-310.pyc │ │ ├── configuration_groupvit.py │ │ ├── convert_groupvit_nvlab_to_hf.py │ │ ├── modeling_groupvit.py │ │ └── modeling_tf_groupvit.py │ ├── herbert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── tokenization_herbert.py │ │ └── tokenization_herbert_fast.py │ ├── hiera │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_hiera.cpython-310.pyc │ │ ├── configuration_hiera.py │ │ ├── convert_hiera_to_hf.py │ │ └── modeling_hiera.py │ ├── hubert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_hubert.cpython-310.pyc │ │ ├── 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 │ │ └── modeling_tf_hubert.py │ ├── ibert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_ibert.cpython-310.pyc │ │ ├── configuration_ibert.py │ │ ├── modeling_ibert.py │ │ └── quant_modules.py │ ├── idefics │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_idefics.cpython-310.pyc │ │ ├── configuration_idefics.py │ │ ├── image_processing_idefics.py │ │ ├── modeling_idefics.py │ │ ├── modeling_tf_idefics.py │ │ ├── perceiver.py │ │ ├── perceiver_tf.py │ │ ├── processing_idefics.py │ │ ├── vision.py │ │ └── vision_tf.py │ ├── idefics2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_idefics2.cpython-310.pyc │ │ ├── configuration_idefics2.py │ │ ├── convert_idefics2_weights_to_hf.py │ │ ├── image_processing_idefics2.py │ │ ├── modeling_idefics2.py │ │ └── processing_idefics2.py │ ├── idefics3 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_idefics3.cpython-310.pyc │ │ ├── configuration_idefics3.py │ │ ├── convert_idefics3_weights_to_hf.py │ │ ├── image_processing_idefics3.py │ │ ├── modeling_idefics3.py │ │ └── processing_idefics3.py │ ├── imagegpt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_imagegpt.cpython-310.pyc │ │ ├── configuration_imagegpt.py │ │ ├── convert_imagegpt_original_tf2_to_pytorch.py │ │ ├── feature_extraction_imagegpt.py │ │ ├── image_processing_imagegpt.py │ │ └── modeling_imagegpt.py │ ├── informer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_informer.cpython-310.pyc │ │ ├── configuration_informer.py │ │ └── modeling_informer.py │ ├── instructblip │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_instructblip.py │ │ ├── convert_instructblip_original_to_pytorch.py │ │ ├── modeling_instructblip.py │ │ └── processing_instructblip.py │ ├── instructblipvideo │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_instructblipvideo.py │ │ ├── convert_instructblipvideo_original_to_pytorch.py │ │ ├── image_processing_instructblipvideo.py │ │ ├── modeling_instructblipvideo.py │ │ ├── modular_instructblipvideo.py │ │ └── processing_instructblipvideo.py │ ├── jamba │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_jamba.cpython-310.pyc │ │ ├── configuration_jamba.py │ │ └── modeling_jamba.py │ ├── jetmoe │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_jetmoe.cpython-310.pyc │ │ ├── configuration_jetmoe.py │ │ └── modeling_jetmoe.py │ ├── kosmos2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_kosmos2.cpython-310.pyc │ │ ├── configuration_kosmos2.py │ │ ├── convert_kosmos2_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_kosmos2.py │ │ └── processing_kosmos2.py │ ├── layoutlm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_layoutlm.cpython-310.pyc │ │ ├── configuration_layoutlm.py │ │ ├── modeling_layoutlm.py │ │ ├── modeling_tf_layoutlm.py │ │ ├── tokenization_layoutlm.py │ │ └── tokenization_layoutlm_fast.py │ ├── layoutlmv2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_layoutlmv2.cpython-310.pyc │ │ ├── configuration_layoutlmv2.py │ │ ├── feature_extraction_layoutlmv2.py │ │ ├── image_processing_layoutlmv2.py │ │ ├── modeling_layoutlmv2.py │ │ ├── processing_layoutlmv2.py │ │ ├── tokenization_layoutlmv2.py │ │ └── tokenization_layoutlmv2_fast.py │ ├── layoutlmv3 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_layoutlmv3.cpython-310.pyc │ │ ├── configuration_layoutlmv3.py │ │ ├── feature_extraction_layoutlmv3.py │ │ ├── image_processing_layoutlmv3.py │ │ ├── modeling_layoutlmv3.py │ │ ├── modeling_tf_layoutlmv3.py │ │ ├── processing_layoutlmv3.py │ │ ├── tokenization_layoutlmv3.py │ │ └── tokenization_layoutlmv3_fast.py │ ├── layoutxlm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── processing_layoutxlm.py │ │ ├── tokenization_layoutxlm.py │ │ └── tokenization_layoutxlm_fast.py │ ├── led │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_led.cpython-310.pyc │ │ ├── configuration_led.py │ │ ├── modeling_led.py │ │ ├── modeling_tf_led.py │ │ ├── tokenization_led.py │ │ └── tokenization_led_fast.py │ ├── levit │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_levit.cpython-310.pyc │ │ ├── configuration_levit.py │ │ ├── convert_levit_timm_to_pytorch.py │ │ ├── feature_extraction_levit.py │ │ ├── image_processing_levit.py │ │ └── modeling_levit.py │ ├── lilt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_lilt.cpython-310.pyc │ │ ├── configuration_lilt.py │ │ └── modeling_lilt.py │ ├── llama │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── configuration_llama.cpython-310.pyc │ │ │ └── tokenization_llama_fast.cpython-310.pyc │ │ ├── configuration_llama.py │ │ ├── convert_llama_weights_to_hf.py │ │ ├── modeling_flax_llama.py │ │ ├── modeling_llama.py │ │ ├── tokenization_llama.py │ │ └── tokenization_llama_fast.py │ ├── llava │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_llava.py │ │ ├── convert_llava_weights_to_hf.py │ │ ├── modeling_llava.py │ │ └── processing_llava.py │ ├── llava_next │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_llava_next.py │ │ ├── convert_llava_next_weights_to_hf.py │ │ ├── image_processing_llava_next.py │ │ ├── modeling_llava_next.py │ │ └── processing_llava_next.py │ ├── llava_next_video │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_llava_next_video.py │ │ ├── convert_llava_next_video_weights_to_hf.py │ │ ├── image_processing_llava_next_video.py │ │ ├── modeling_llava_next_video.py │ │ ├── modular_llava_next_video.py │ │ └── processing_llava_next_video.py │ ├── llava_onevision │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_llava_onevision.py │ │ ├── convert_llava_onevision_weights_to_hf.py │ │ ├── image_processing_llava_onevision.py │ │ ├── modeling_llava_onevision.py │ │ ├── processing_llava_onevision.py │ │ └── video_processing_llava_onevision.py │ ├── longformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_longformer.cpython-310.pyc │ │ ├── configuration_longformer.py │ │ ├── convert_longformer_original_pytorch_lightning_to_pytorch.py │ │ ├── modeling_longformer.py │ │ ├── modeling_tf_longformer.py │ │ ├── tokenization_longformer.py │ │ └── tokenization_longformer_fast.py │ ├── longt5 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_longt5.cpython-310.pyc │ │ ├── configuration_longt5.py │ │ ├── convert_longt5x_checkpoint_to_flax.py │ │ ├── modeling_flax_longt5.py │ │ └── modeling_longt5.py │ ├── luke │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_luke.cpython-310.pyc │ │ ├── configuration_luke.py │ │ ├── convert_luke_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_luke.py │ │ └── tokenization_luke.py │ ├── lxmert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_lxmert.cpython-310.pyc │ │ ├── configuration_lxmert.py │ │ ├── convert_lxmert_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_lxmert.py │ │ ├── modeling_tf_lxmert.py │ │ ├── tokenization_lxmert.py │ │ └── tokenization_lxmert_fast.py │ ├── m2m_100 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_m2m_100.cpython-310.pyc │ │ ├── configuration_m2m_100.py │ │ ├── convert_m2m100_original_checkpoint_to_pytorch.py │ │ ├── modeling_m2m_100.py │ │ └── tokenization_m2m_100.py │ ├── mamba │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mamba.cpython-310.pyc │ │ ├── configuration_mamba.py │ │ ├── convert_mamba_ssm_checkpoint_to_pytorch.py │ │ └── modeling_mamba.py │ ├── mamba2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mamba2.cpython-310.pyc │ │ ├── configuration_mamba2.py │ │ ├── convert_mamba2_ssm_checkpoint_to_pytorch.py │ │ └── modeling_mamba2.py │ ├── marian │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_marian.cpython-310.pyc │ │ ├── configuration_marian.py │ │ ├── convert_marian_tatoeba_to_pytorch.py │ │ ├── convert_marian_to_pytorch.py │ │ ├── modeling_flax_marian.py │ │ ├── modeling_marian.py │ │ ├── modeling_tf_marian.py │ │ └── tokenization_marian.py │ ├── markuplm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_markuplm.cpython-310.pyc │ │ ├── configuration_markuplm.py │ │ ├── feature_extraction_markuplm.py │ │ ├── modeling_markuplm.py │ │ ├── processing_markuplm.py │ │ ├── tokenization_markuplm.py │ │ └── tokenization_markuplm_fast.py │ ├── mask2former │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mask2former.cpython-310.pyc │ │ ├── configuration_mask2former.py │ │ ├── convert_mask2former_original_pytorch_checkpoint_to_pytorch.py │ │ ├── image_processing_mask2former.py │ │ └── modeling_mask2former.py │ ├── maskformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── configuration_maskformer.cpython-310.pyc │ │ │ └── configuration_maskformer_swin.cpython-310.pyc │ │ ├── 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 │ │ ├── feature_extraction_maskformer.py │ │ ├── image_processing_maskformer.py │ │ ├── modeling_maskformer.py │ │ └── modeling_maskformer_swin.py │ ├── mbart │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mbart.cpython-310.pyc │ │ ├── configuration_mbart.py │ │ ├── convert_mbart_original_checkpoint_to_pytorch.py │ │ ├── modeling_flax_mbart.py │ │ ├── modeling_mbart.py │ │ ├── modeling_tf_mbart.py │ │ ├── tokenization_mbart.py │ │ └── tokenization_mbart_fast.py │ ├── mbart50 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── tokenization_mbart50.py │ │ └── tokenization_mbart50_fast.py │ ├── megatron_bert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_megatron_bert.cpython-310.pyc │ │ ├── configuration_megatron_bert.py │ │ ├── convert_megatron_bert_checkpoint.py │ │ └── modeling_megatron_bert.py │ ├── megatron_gpt2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── checkpoint_reshaping_and_interoperability.py │ │ └── convert_megatron_gpt2_checkpoint.py │ ├── mgp_str │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mgp_str.cpython-310.pyc │ │ ├── configuration_mgp_str.py │ │ ├── modeling_mgp_str.py │ │ ├── processing_mgp_str.py │ │ └── tokenization_mgp_str.py │ ├── mimi │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mimi.cpython-310.pyc │ │ ├── configuration_mimi.py │ │ ├── convert_mimi_checkpoint_to_pytorch.py │ │ └── modeling_mimi.py │ ├── mistral │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mistral.cpython-310.pyc │ │ ├── configuration_mistral.py │ │ ├── convert_mistral_weights_to_hf.py │ │ ├── modeling_flax_mistral.py │ │ ├── modeling_mistral.py │ │ └── modeling_tf_mistral.py │ ├── mixtral │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mixtral.cpython-310.pyc │ │ ├── configuration_mixtral.py │ │ ├── convert_mixtral_weights_to_hf.py │ │ └── modeling_mixtral.py │ ├── mllama │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mllama.cpython-310.pyc │ │ ├── configuration_mllama.py │ │ ├── convert_mllama_weights_to_hf.py │ │ ├── image_processing_mllama.py │ │ ├── modeling_mllama.py │ │ └── processing_mllama.py │ ├── mluke │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── convert_mluke_original_pytorch_checkpoint_to_pytorch.py │ │ └── tokenization_mluke.py │ ├── mobilebert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mobilebert.cpython-310.pyc │ │ ├── configuration_mobilebert.py │ │ ├── convert_mobilebert_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_mobilebert.py │ │ ├── modeling_tf_mobilebert.py │ │ ├── tokenization_mobilebert.py │ │ └── tokenization_mobilebert_fast.py │ ├── mobilenet_v1 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mobilenet_v1.cpython-310.pyc │ │ ├── configuration_mobilenet_v1.py │ │ ├── convert_original_tf_checkpoint_to_pytorch.py │ │ ├── feature_extraction_mobilenet_v1.py │ │ ├── image_processing_mobilenet_v1.py │ │ └── modeling_mobilenet_v1.py │ ├── mobilenet_v2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mobilenet_v2.cpython-310.pyc │ │ ├── configuration_mobilenet_v2.py │ │ ├── convert_original_tf_checkpoint_to_pytorch.py │ │ ├── feature_extraction_mobilenet_v2.py │ │ ├── image_processing_mobilenet_v2.py │ │ └── modeling_mobilenet_v2.py │ ├── mobilevit │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mobilevit.cpython-310.pyc │ │ ├── configuration_mobilevit.py │ │ ├── convert_mlcvnets_to_pytorch.py │ │ ├── feature_extraction_mobilevit.py │ │ ├── image_processing_mobilevit.py │ │ ├── modeling_mobilevit.py │ │ └── modeling_tf_mobilevit.py │ ├── mobilevitv2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mobilevitv2.cpython-310.pyc │ │ ├── configuration_mobilevitv2.py │ │ ├── convert_mlcvnets_to_pytorch.py │ │ └── modeling_mobilevitv2.py │ ├── moshi │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_moshi.cpython-310.pyc │ │ ├── configuration_moshi.py │ │ ├── convert_moshi_transformers.py │ │ └── modeling_moshi.py │ ├── mpnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mpnet.cpython-310.pyc │ │ ├── configuration_mpnet.py │ │ ├── modeling_mpnet.py │ │ ├── modeling_tf_mpnet.py │ │ ├── tokenization_mpnet.py │ │ └── tokenization_mpnet_fast.py │ ├── mpt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mpt.cpython-310.pyc │ │ ├── configuration_mpt.py │ │ └── modeling_mpt.py │ ├── mra │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mra.cpython-310.pyc │ │ ├── configuration_mra.py │ │ ├── convert_mra_pytorch_to_pytorch.py │ │ └── modeling_mra.py │ ├── mt5 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mt5.cpython-310.pyc │ │ ├── configuration_mt5.py │ │ ├── modeling_flax_mt5.py │ │ ├── modeling_mt5.py │ │ └── modeling_tf_mt5.py │ ├── musicgen │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_musicgen.cpython-310.pyc │ │ ├── configuration_musicgen.py │ │ ├── convert_musicgen_transformers.py │ │ ├── modeling_musicgen.py │ │ └── processing_musicgen.py │ ├── musicgen_melody │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_musicgen_melody.cpython-310.pyc │ │ ├── configuration_musicgen_melody.py │ │ ├── convert_musicgen_melody_transformers.py │ │ ├── feature_extraction_musicgen_melody.py │ │ ├── modeling_musicgen_melody.py │ │ └── processing_musicgen_melody.py │ ├── mvp │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_mvp.cpython-310.pyc │ │ ├── configuration_mvp.py │ │ ├── modeling_mvp.py │ │ ├── tokenization_mvp.py │ │ └── tokenization_mvp_fast.py │ ├── myt5 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── convert_myt5_original_tf_checkpoint_to_pytorch.py │ │ └── tokenization_myt5.py │ ├── nemotron │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_nemotron.cpython-310.pyc │ │ ├── configuration_nemotron.py │ │ ├── convert_nemotron_nemo_to_hf.py │ │ └── modeling_nemotron.py │ ├── nllb │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── tokenization_nllb.py │ │ └── tokenization_nllb_fast.py │ ├── nllb_moe │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_nllb_moe.cpython-310.pyc │ │ ├── configuration_nllb_moe.py │ │ ├── convert_nllb_moe_sharded_original_checkpoint_to_pytorch.py │ │ └── modeling_nllb_moe.py │ ├── nougat │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── convert_nougat_to_hf.py │ │ ├── image_processing_nougat.py │ │ ├── processing_nougat.py │ │ └── tokenization_nougat_fast.py │ ├── nystromformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_nystromformer.cpython-310.pyc │ │ ├── configuration_nystromformer.py │ │ ├── convert_nystromformer_original_pytorch_checkpoint_to_pytorch.py │ │ └── modeling_nystromformer.py │ ├── olmo │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_olmo.cpython-310.pyc │ │ ├── configuration_olmo.py │ │ ├── convert_olmo_weights_to_hf.py │ │ └── modeling_olmo.py │ ├── olmoe │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_olmoe.cpython-310.pyc │ │ ├── configuration_olmoe.py │ │ ├── convert_olmoe_weights_to_hf.py │ │ └── modeling_olmoe.py │ ├── omdet_turbo │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_omdet_turbo.cpython-310.pyc │ │ ├── configuration_omdet_turbo.py │ │ ├── convert_omdet_turbo_to_hf.py │ │ ├── modeling_omdet_turbo.py │ │ └── processing_omdet_turbo.py │ ├── oneformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_oneformer.cpython-310.pyc │ │ ├── configuration_oneformer.py │ │ ├── convert_to_hf_oneformer.py │ │ ├── image_processing_oneformer.py │ │ ├── modeling_oneformer.py │ │ └── processing_oneformer.py │ ├── openai │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_openai.cpython-310.pyc │ │ ├── configuration_openai.py │ │ ├── convert_openai_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_openai.py │ │ ├── modeling_tf_openai.py │ │ ├── tokenization_openai.py │ │ └── tokenization_openai_fast.py │ ├── opt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── configuration_opt.cpython-310.pyc │ │ │ └── modeling_opt.cpython-310.pyc │ │ ├── configuration_opt.py │ │ ├── convert_opt_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_flax_opt.py │ │ ├── modeling_opt.py │ │ └── modeling_tf_opt.py │ ├── owlv2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_owlv2.cpython-310.pyc │ │ ├── configuration_owlv2.py │ │ ├── convert_owlv2_to_hf.py │ │ ├── image_processing_owlv2.py │ │ ├── modeling_owlv2.py │ │ └── processing_owlv2.py │ ├── owlvit │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_owlvit.cpython-310.pyc │ │ ├── configuration_owlvit.py │ │ ├── convert_owlvit_original_flax_to_hf.py │ │ ├── feature_extraction_owlvit.py │ │ ├── image_processing_owlvit.py │ │ ├── modeling_owlvit.py │ │ └── processing_owlvit.py │ ├── paligemma │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_paligemma.py │ │ ├── convert_paligemma_weights_to_hf.py │ │ ├── modeling_paligemma.py │ │ └── processing_paligemma.py │ ├── patchtsmixer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_patchtsmixer.cpython-310.pyc │ │ ├── configuration_patchtsmixer.py │ │ └── modeling_patchtsmixer.py │ ├── patchtst │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_patchtst.cpython-310.pyc │ │ ├── configuration_patchtst.py │ │ └── modeling_patchtst.py │ ├── pegasus │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_pegasus.cpython-310.pyc │ │ ├── configuration_pegasus.py │ │ ├── convert_pegasus_tf_to_pytorch.py │ │ ├── modeling_flax_pegasus.py │ │ ├── modeling_pegasus.py │ │ ├── modeling_tf_pegasus.py │ │ ├── tokenization_pegasus.py │ │ └── tokenization_pegasus_fast.py │ ├── pegasus_x │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_pegasus_x.cpython-310.pyc │ │ ├── configuration_pegasus_x.py │ │ └── modeling_pegasus_x.py │ ├── perceiver │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_perceiver.cpython-310.pyc │ │ ├── configuration_perceiver.py │ │ ├── convert_perceiver_haiku_to_pytorch.py │ │ ├── feature_extraction_perceiver.py │ │ ├── image_processing_perceiver.py │ │ ├── modeling_perceiver.py │ │ └── tokenization_perceiver.py │ ├── persimmon │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_persimmon.cpython-310.pyc │ │ ├── configuration_persimmon.py │ │ ├── convert_persimmon_weights_to_hf.py │ │ └── modeling_persimmon.py │ ├── phi │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_phi.cpython-310.pyc │ │ ├── configuration_phi.py │ │ ├── convert_phi_weights_to_hf.py │ │ └── modeling_phi.py │ ├── phi3 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_phi3.cpython-310.pyc │ │ ├── configuration_phi3.py │ │ └── modeling_phi3.py │ ├── phimoe │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_phimoe.cpython-310.pyc │ │ ├── configuration_phimoe.py │ │ └── modeling_phimoe.py │ ├── phobert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ └── tokenization_phobert.py │ ├── pix2struct │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_pix2struct.py │ │ ├── convert_pix2struct_original_pytorch_to_hf.py │ │ ├── image_processing_pix2struct.py │ │ ├── modeling_pix2struct.py │ │ └── processing_pix2struct.py │ ├── pixtral │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_pixtral.cpython-310.pyc │ │ ├── configuration_pixtral.py │ │ ├── convert_pixtral_weights_to_hf.py │ │ ├── image_processing_pixtral.py │ │ ├── modeling_pixtral.py │ │ └── processing_pixtral.py │ ├── plbart │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_plbart.cpython-310.pyc │ │ ├── configuration_plbart.py │ │ ├── convert_plbart_original_checkpoint_to_torch.py │ │ ├── modeling_plbart.py │ │ └── tokenization_plbart.py │ ├── poolformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_poolformer.cpython-310.pyc │ │ ├── configuration_poolformer.py │ │ ├── convert_poolformer_original_to_pytorch.py │ │ ├── feature_extraction_poolformer.py │ │ ├── image_processing_poolformer.py │ │ └── modeling_poolformer.py │ ├── pop2piano │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_pop2piano.py │ │ ├── convert_pop2piano_weights_to_hf.py │ │ ├── feature_extraction_pop2piano.py │ │ ├── modeling_pop2piano.py │ │ ├── processing_pop2piano.py │ │ └── tokenization_pop2piano.py │ ├── prophetnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_prophetnet.cpython-310.pyc │ │ ├── configuration_prophetnet.py │ │ ├── convert_prophetnet_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_prophetnet.py │ │ └── tokenization_prophetnet.py │ ├── pvt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_pvt.cpython-310.pyc │ │ ├── configuration_pvt.py │ │ ├── convert_pvt_to_pytorch.py │ │ ├── image_processing_pvt.py │ │ └── modeling_pvt.py │ ├── pvt_v2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_pvt_v2.cpython-310.pyc │ │ ├── configuration_pvt_v2.py │ │ ├── convert_pvt_v2_to_pytorch.py │ │ └── modeling_pvt_v2.py │ ├── qwen2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_qwen2.cpython-310.pyc │ │ ├── configuration_qwen2.py │ │ ├── modeling_qwen2.py │ │ ├── tokenization_qwen2.py │ │ └── tokenization_qwen2_fast.py │ ├── qwen2_audio │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_qwen2_audio.cpython-310.pyc │ │ ├── configuration_qwen2_audio.py │ │ ├── modeling_qwen2_audio.py │ │ └── processing_qwen2_audio.py │ ├── qwen2_moe │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_qwen2_moe.cpython-310.pyc │ │ ├── configuration_qwen2_moe.py │ │ └── modeling_qwen2_moe.py │ ├── qwen2_vl │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_qwen2_vl.cpython-310.pyc │ │ ├── configuration_qwen2_vl.py │ │ ├── image_processing_qwen2_vl.py │ │ ├── modeling_qwen2_vl.py │ │ └── processing_qwen2_vl.py │ ├── rag │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_rag.py │ │ ├── modeling_rag.py │ │ ├── modeling_tf_rag.py │ │ ├── retrieval_rag.py │ │ └── tokenization_rag.py │ ├── recurrent_gemma │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_recurrent_gemma.cpython-310.pyc │ │ ├── configuration_recurrent_gemma.py │ │ ├── convert_recurrent_gemma_to_hf.py │ │ └── modeling_recurrent_gemma.py │ ├── reformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_reformer.cpython-310.pyc │ │ ├── configuration_reformer.py │ │ ├── convert_reformer_trax_checkpoint_to_pytorch.py │ │ ├── modeling_reformer.py │ │ ├── tokenization_reformer.py │ │ └── tokenization_reformer_fast.py │ ├── regnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_regnet.cpython-310.pyc │ │ ├── configuration_regnet.py │ │ ├── convert_regnet_seer_10b_to_pytorch.py │ │ ├── convert_regnet_to_pytorch.py │ │ ├── modeling_flax_regnet.py │ │ ├── modeling_regnet.py │ │ └── modeling_tf_regnet.py │ ├── rembert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_rembert.cpython-310.pyc │ │ ├── configuration_rembert.py │ │ ├── convert_rembert_tf_checkpoint_to_pytorch.py │ │ ├── modeling_rembert.py │ │ ├── modeling_tf_rembert.py │ │ ├── tokenization_rembert.py │ │ └── tokenization_rembert_fast.py │ ├── resnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_resnet.cpython-310.pyc │ │ ├── configuration_resnet.py │ │ ├── convert_resnet_to_pytorch.py │ │ ├── modeling_flax_resnet.py │ │ ├── modeling_resnet.py │ │ └── modeling_tf_resnet.py │ ├── roberta │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_roberta.cpython-310.pyc │ │ ├── configuration_roberta.py │ │ ├── convert_roberta_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_flax_roberta.py │ │ ├── modeling_roberta.py │ │ ├── modeling_tf_roberta.py │ │ ├── tokenization_roberta.py │ │ └── tokenization_roberta_fast.py │ ├── roberta_prelayernorm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_roberta_prelayernorm.cpython-310.pyc │ │ ├── configuration_roberta_prelayernorm.py │ │ ├── convert_roberta_prelayernorm_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_flax_roberta_prelayernorm.py │ │ ├── modeling_roberta_prelayernorm.py │ │ └── modeling_tf_roberta_prelayernorm.py │ ├── roc_bert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_roc_bert.cpython-310.pyc │ │ ├── configuration_roc_bert.py │ │ ├── modeling_roc_bert.py │ │ └── tokenization_roc_bert.py │ ├── roformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_roformer.cpython-310.pyc │ │ ├── configuration_roformer.py │ │ ├── convert_roformer_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_flax_roformer.py │ │ ├── modeling_roformer.py │ │ ├── modeling_tf_roformer.py │ │ ├── tokenization_roformer.py │ │ ├── tokenization_roformer_fast.py │ │ └── tokenization_utils.py │ ├── rt_detr │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── configuration_rt_detr.cpython-310.pyc │ │ │ └── configuration_rt_detr_resnet.cpython-310.pyc │ │ ├── configuration_rt_detr.py │ │ ├── configuration_rt_detr_resnet.py │ │ ├── convert_rt_detr_original_pytorch_checkpoint_to_hf.py │ │ ├── image_processing_rt_detr.py │ │ ├── modeling_rt_detr.py │ │ └── modeling_rt_detr_resnet.py │ ├── rwkv │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_rwkv.cpython-310.pyc │ │ ├── configuration_rwkv.py │ │ ├── convert_rwkv_checkpoint_to_hf.py │ │ └── modeling_rwkv.py │ ├── sam │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_sam.cpython-310.pyc │ │ ├── configuration_sam.py │ │ ├── convert_sam_to_hf.py │ │ ├── image_processing_sam.py │ │ ├── modeling_sam.py │ │ ├── modeling_tf_sam.py │ │ └── processing_sam.py │ ├── seamless_m4t │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_seamless_m4t.cpython-310.pyc │ │ ├── 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 │ │ └── tokenization_seamless_m4t_fast.py │ ├── seamless_m4t_v2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_seamless_m4t_v2.cpython-310.pyc │ │ ├── configuration_seamless_m4t_v2.py │ │ ├── convert_fairseq2_to_hf.py │ │ └── modeling_seamless_m4t_v2.py │ ├── segformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_segformer.cpython-310.pyc │ │ ├── configuration_segformer.py │ │ ├── convert_segformer_original_to_pytorch.py │ │ ├── feature_extraction_segformer.py │ │ ├── image_processing_segformer.py │ │ ├── modeling_segformer.py │ │ └── modeling_tf_segformer.py │ ├── seggpt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_seggpt.cpython-310.pyc │ │ ├── configuration_seggpt.py │ │ ├── convert_seggpt_to_hf.py │ │ ├── image_processing_seggpt.py │ │ └── modeling_seggpt.py │ ├── sew │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_sew.cpython-310.pyc │ │ ├── configuration_sew.py │ │ ├── convert_sew_original_pytorch_checkpoint_to_pytorch.py │ │ └── modeling_sew.py │ ├── sew_d │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_sew_d.cpython-310.pyc │ │ ├── configuration_sew_d.py │ │ ├── convert_sew_d_original_pytorch_checkpoint_to_pytorch.py │ │ └── modeling_sew_d.py │ ├── siglip │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_siglip.cpython-310.pyc │ │ ├── configuration_siglip.py │ │ ├── convert_siglip_to_hf.py │ │ ├── image_processing_siglip.py │ │ ├── modeling_siglip.py │ │ ├── processing_siglip.py │ │ └── tokenization_siglip.py │ ├── speech_encoder_decoder │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_speech_encoder_decoder.py │ │ ├── convert_mbart_wav2vec2_seq2seq_original_to_pytorch.py │ │ ├── convert_speech_to_text_wav2vec2_seq2seq_original_to_pytorch.py │ │ ├── modeling_flax_speech_encoder_decoder.py │ │ └── modeling_speech_encoder_decoder.py │ ├── speech_to_text │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_speech_to_text.cpython-310.pyc │ │ ├── configuration_speech_to_text.py │ │ ├── convert_s2t_fairseq_to_tfms.py │ │ ├── feature_extraction_speech_to_text.py │ │ ├── modeling_speech_to_text.py │ │ ├── modeling_tf_speech_to_text.py │ │ ├── processing_speech_to_text.py │ │ └── tokenization_speech_to_text.py │ ├── speecht5 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_speecht5.cpython-310.pyc │ │ ├── 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 │ ├── splinter │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_splinter.cpython-310.pyc │ │ ├── configuration_splinter.py │ │ ├── modeling_splinter.py │ │ ├── tokenization_splinter.py │ │ └── tokenization_splinter_fast.py │ ├── squeezebert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_squeezebert.cpython-310.pyc │ │ ├── configuration_squeezebert.py │ │ ├── modeling_squeezebert.py │ │ ├── tokenization_squeezebert.py │ │ └── tokenization_squeezebert_fast.py │ ├── stablelm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_stablelm.cpython-310.pyc │ │ ├── configuration_stablelm.py │ │ └── modeling_stablelm.py │ ├── starcoder2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_starcoder2.cpython-310.pyc │ │ ├── configuration_starcoder2.py │ │ └── modeling_starcoder2.py │ ├── superpoint │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_superpoint.py │ │ ├── convert_superpoint_to_pytorch.py │ │ ├── image_processing_superpoint.py │ │ └── modeling_superpoint.py │ ├── swiftformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_swiftformer.cpython-310.pyc │ │ ├── configuration_swiftformer.py │ │ ├── convert_swiftformer_original_to_hf.py │ │ ├── modeling_swiftformer.py │ │ └── modeling_tf_swiftformer.py │ ├── swin │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_swin.cpython-310.pyc │ │ ├── configuration_swin.py │ │ ├── convert_swin_simmim_to_pytorch.py │ │ ├── convert_swin_timm_to_pytorch.py │ │ ├── modeling_swin.py │ │ └── modeling_tf_swin.py │ ├── swin2sr │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_swin2sr.cpython-310.pyc │ │ ├── configuration_swin2sr.py │ │ ├── convert_swin2sr_original_to_pytorch.py │ │ ├── image_processing_swin2sr.py │ │ └── modeling_swin2sr.py │ ├── swinv2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_swinv2.cpython-310.pyc │ │ ├── configuration_swinv2.py │ │ ├── convert_swinv2_timm_to_pytorch.py │ │ └── modeling_swinv2.py │ ├── switch_transformers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_switch_transformers.cpython-310.pyc │ │ ├── configuration_switch_transformers.py │ │ ├── convert_big_switch.py │ │ ├── convert_switch_transformers_original_flax_checkpoint_to_pytorch.py │ │ └── modeling_switch_transformers.py │ ├── t5 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── configuration_t5.cpython-310.pyc │ │ │ └── tokenization_t5_fast.cpython-310.pyc │ │ ├── configuration_t5.py │ │ ├── convert_t5_original_tf_checkpoint_to_pytorch.py │ │ ├── convert_t5x_checkpoint_to_flax.py │ │ ├── convert_t5x_checkpoint_to_pytorch.py │ │ ├── download_from_gcp.sh │ │ ├── modeling_flax_t5.py │ │ ├── modeling_t5.py │ │ ├── modeling_tf_t5.py │ │ ├── tokenization_t5.py │ │ └── tokenization_t5_fast.py │ ├── table_transformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_table_transformer.cpython-310.pyc │ │ ├── configuration_table_transformer.py │ │ ├── convert_table_transformer_to_hf.py │ │ ├── convert_table_transformer_to_hf_no_timm.py │ │ └── modeling_table_transformer.py │ ├── tapas │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_tapas.cpython-310.pyc │ │ ├── configuration_tapas.py │ │ ├── convert_tapas_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_tapas.py │ │ ├── modeling_tf_tapas.py │ │ └── tokenization_tapas.py │ ├── time_series_transformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_time_series_transformer.cpython-310.pyc │ │ ├── configuration_time_series_transformer.py │ │ └── modeling_time_series_transformer.py │ ├── timesformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_timesformer.cpython-310.pyc │ │ ├── configuration_timesformer.py │ │ ├── convert_timesformer_to_pytorch.py │ │ └── modeling_timesformer.py │ ├── timm_backbone │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_timm_backbone.cpython-310.pyc │ │ ├── configuration_timm_backbone.py │ │ └── modeling_timm_backbone.py │ ├── trocr │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_trocr.cpython-310.pyc │ │ ├── configuration_trocr.py │ │ ├── convert_trocr_unilm_to_pytorch.py │ │ ├── modeling_trocr.py │ │ └── processing_trocr.py │ ├── tvp │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_tvp.cpython-310.pyc │ │ ├── configuration_tvp.py │ │ ├── image_processing_tvp.py │ │ ├── modeling_tvp.py │ │ └── processing_tvp.py │ ├── udop │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_udop.cpython-310.pyc │ │ ├── configuration_udop.py │ │ ├── convert_udop_to_hf.py │ │ ├── modeling_udop.py │ │ ├── processing_udop.py │ │ ├── tokenization_udop.py │ │ └── tokenization_udop_fast.py │ ├── umt5 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_umt5.cpython-310.pyc │ │ ├── configuration_umt5.py │ │ ├── convert_umt5_checkpoint_to_pytorch.py │ │ └── modeling_umt5.py │ ├── unispeech │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_unispeech.cpython-310.pyc │ │ ├── configuration_unispeech.py │ │ ├── convert_unispeech_original_pytorch_checkpoint_to_pytorch.py │ │ └── modeling_unispeech.py │ ├── unispeech_sat │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_unispeech_sat.cpython-310.pyc │ │ ├── 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 │ ├── univnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_univnet.cpython-310.pyc │ │ ├── configuration_univnet.py │ │ ├── convert_univnet.py │ │ ├── feature_extraction_univnet.py │ │ └── modeling_univnet.py │ ├── upernet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_upernet.py │ │ ├── convert_convnext_upernet_to_pytorch.py │ │ ├── convert_swin_upernet_to_pytorch.py │ │ └── modeling_upernet.py │ ├── video_llava │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_video_llava.py │ │ ├── convert_video_llava_weights_to_hf.py │ │ ├── image_processing_video_llava.py │ │ ├── modeling_video_llava.py │ │ └── processing_video_llava.py │ ├── videomae │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_videomae.cpython-310.pyc │ │ ├── configuration_videomae.py │ │ ├── convert_videomae_to_pytorch.py │ │ ├── feature_extraction_videomae.py │ │ ├── image_processing_videomae.py │ │ └── modeling_videomae.py │ ├── vilt │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_vilt.cpython-310.pyc │ │ ├── configuration_vilt.py │ │ ├── convert_vilt_original_to_pytorch.py │ │ ├── feature_extraction_vilt.py │ │ ├── image_processing_vilt.py │ │ ├── modeling_vilt.py │ │ └── processing_vilt.py │ ├── vipllava │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_vipllava.py │ │ ├── convert_vipllava_weights_to_hf.py │ │ └── modeling_vipllava.py │ ├── vision_encoder_decoder │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_vision_encoder_decoder.py │ │ ├── modeling_flax_vision_encoder_decoder.py │ │ ├── modeling_tf_vision_encoder_decoder.py │ │ └── modeling_vision_encoder_decoder.py │ ├── vision_text_dual_encoder │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_vision_text_dual_encoder.cpython-310.pyc │ │ ├── configuration_vision_text_dual_encoder.py │ │ ├── modeling_flax_vision_text_dual_encoder.py │ │ ├── modeling_tf_vision_text_dual_encoder.py │ │ ├── modeling_vision_text_dual_encoder.py │ │ └── processing_vision_text_dual_encoder.py │ ├── visual_bert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_visual_bert.cpython-310.pyc │ │ ├── configuration_visual_bert.py │ │ ├── convert_visual_bert_original_pytorch_checkpoint_to_pytorch.py │ │ └── modeling_visual_bert.py │ ├── vit │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_vit.cpython-310.pyc │ │ ├── configuration_vit.py │ │ ├── convert_dino_to_pytorch.py │ │ ├── convert_vit_timm_to_pytorch.py │ │ ├── feature_extraction_vit.py │ │ ├── image_processing_vit.py │ │ ├── image_processing_vit_fast.py │ │ ├── modeling_flax_vit.py │ │ ├── modeling_tf_vit.py │ │ └── modeling_vit.py │ ├── vit_mae │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_vit_mae.cpython-310.pyc │ │ ├── configuration_vit_mae.py │ │ ├── convert_vit_mae_to_pytorch.py │ │ ├── modeling_tf_vit_mae.py │ │ └── modeling_vit_mae.py │ ├── vit_msn │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_vit_msn.cpython-310.pyc │ │ ├── configuration_vit_msn.py │ │ ├── convert_msn_to_pytorch.py │ │ └── modeling_vit_msn.py │ ├── vitdet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_vitdet.cpython-310.pyc │ │ ├── configuration_vitdet.py │ │ └── modeling_vitdet.py │ ├── vitmatte │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_vitmatte.py │ │ ├── convert_vitmatte_to_hf.py │ │ ├── image_processing_vitmatte.py │ │ └── modeling_vitmatte.py │ ├── vits │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_vits.cpython-310.pyc │ │ ├── configuration_vits.py │ │ ├── convert_original_checkpoint.py │ │ ├── modeling_vits.py │ │ └── tokenization_vits.py │ ├── vivit │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_vivit.cpython-310.pyc │ │ ├── configuration_vivit.py │ │ ├── convert_vivit_flax_to_pytorch.py │ │ ├── image_processing_vivit.py │ │ └── modeling_vivit.py │ ├── wav2vec2 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_wav2vec2.cpython-310.pyc │ │ ├── configuration_wav2vec2.py │ │ ├── convert_wav2vec2_original_pytorch_checkpoint_to_pytorch.py │ │ ├── convert_wav2vec2_original_s3prl_checkpoint_to_pytorch.py │ │ ├── feature_extraction_wav2vec2.py │ │ ├── modeling_flax_wav2vec2.py │ │ ├── modeling_tf_wav2vec2.py │ │ ├── modeling_wav2vec2.py │ │ ├── processing_wav2vec2.py │ │ └── tokenization_wav2vec2.py │ ├── wav2vec2_bert │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_wav2vec2_bert.cpython-310.pyc │ │ ├── configuration_wav2vec2_bert.py │ │ ├── convert_wav2vec2_seamless_checkpoint.py │ │ ├── modeling_wav2vec2_bert.py │ │ └── processing_wav2vec2_bert.py │ ├── wav2vec2_conformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_wav2vec2_conformer.cpython-310.pyc │ │ ├── configuration_wav2vec2_conformer.py │ │ ├── convert_wav2vec2_conformer_original_pytorch_checkpoint_to_pytorch.py │ │ └── modeling_wav2vec2_conformer.py │ ├── wav2vec2_phoneme │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ └── tokenization_wav2vec2_phoneme.py │ ├── wav2vec2_with_lm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ └── processing_wav2vec2_with_lm.py │ ├── wavlm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_wavlm.cpython-310.pyc │ │ ├── configuration_wavlm.py │ │ ├── convert_wavlm_original_pytorch_checkpoint_to_pytorch.py │ │ ├── convert_wavlm_original_s3prl_checkpoint_to_pytorch.py │ │ └── modeling_wavlm.py │ ├── whisper │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_whisper.cpython-310.pyc │ │ ├── configuration_whisper.py │ │ ├── convert_openai_to_hf.py │ │ ├── english_normalizer.py │ │ ├── feature_extraction_whisper.py │ │ ├── generation_whisper.py │ │ ├── modeling_flax_whisper.py │ │ ├── modeling_tf_whisper.py │ │ ├── modeling_whisper.py │ │ ├── processing_whisper.py │ │ ├── tokenization_whisper.py │ │ └── tokenization_whisper_fast.py │ ├── x_clip │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_x_clip.cpython-310.pyc │ │ ├── configuration_x_clip.py │ │ ├── convert_x_clip_original_pytorch_to_hf.py │ │ ├── modeling_x_clip.py │ │ └── processing_x_clip.py │ ├── xglm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_xglm.cpython-310.pyc │ │ ├── configuration_xglm.py │ │ ├── convert_xglm_original_ckpt_to_trfms.py │ │ ├── modeling_flax_xglm.py │ │ ├── modeling_tf_xglm.py │ │ ├── modeling_xglm.py │ │ ├── tokenization_xglm.py │ │ └── tokenization_xglm_fast.py │ ├── xlm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_xlm.cpython-310.pyc │ │ ├── configuration_xlm.py │ │ ├── convert_xlm_original_pytorch_checkpoint_to_pytorch.py │ │ ├── modeling_tf_xlm.py │ │ ├── modeling_xlm.py │ │ └── tokenization_xlm.py │ ├── xlm_roberta │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_xlm_roberta.cpython-310.pyc │ │ ├── configuration_xlm_roberta.py │ │ ├── modeling_flax_xlm_roberta.py │ │ ├── modeling_tf_xlm_roberta.py │ │ ├── modeling_xlm_roberta.py │ │ ├── tokenization_xlm_roberta.py │ │ └── tokenization_xlm_roberta_fast.py │ ├── xlm_roberta_xl │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_xlm_roberta_xl.cpython-310.pyc │ │ ├── configuration_xlm_roberta_xl.py │ │ ├── convert_xlm_roberta_xl_original_pytorch_checkpoint_to_pytorch.py │ │ └── modeling_xlm_roberta_xl.py │ ├── xlnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_xlnet.cpython-310.pyc │ │ ├── configuration_xlnet.py │ │ ├── convert_xlnet_original_tf_checkpoint_to_pytorch.py │ │ ├── modeling_tf_xlnet.py │ │ ├── modeling_xlnet.py │ │ ├── tokenization_xlnet.py │ │ └── tokenization_xlnet_fast.py │ ├── xmod │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_xmod.cpython-310.pyc │ │ ├── configuration_xmod.py │ │ ├── convert_xmod_original_pytorch_checkpoint_to_pytorch.py │ │ └── modeling_xmod.py │ ├── yolos │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_yolos.cpython-310.pyc │ │ ├── configuration_yolos.py │ │ ├── convert_yolos_to_pytorch.py │ │ ├── feature_extraction_yolos.py │ │ ├── image_processing_yolos.py │ │ └── modeling_yolos.py │ ├── yoso │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_yoso.cpython-310.pyc │ │ ├── configuration_yoso.py │ │ ├── convert_yoso_pytorch_to_pytorch.py │ │ └── modeling_yoso.py │ ├── zamba │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── configuration_zamba.cpython-310.pyc │ │ ├── configuration_zamba.py │ │ └── modeling_zamba.py │ └── zoedepth │ │ ├── __init__.py │ │ ├── __pycache__ │ │ └── __init__.cpython-310.pyc │ │ ├── configuration_zoedepth.py │ │ ├── convert_zoedepth_to_hf.py │ │ ├── image_processing_zoedepth.py │ │ └── modeling_zoedepth.py ├── onnx │ ├── __init__.py │ ├── __main__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── config.cpython-310.pyc │ │ └── utils.cpython-310.pyc │ ├── config.py │ ├── convert.py │ ├── features.py │ └── utils.py ├── optimization.py ├── optimization_tf.py ├── pipelines │ ├── __init__.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_to_image.py │ ├── image_to_text.py │ ├── mask_generation.py │ ├── object_detection.py │ ├── pt_utils.py │ ├── question_answering.py │ ├── table_question_answering.py │ ├── text2text_generation.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 ├── processing_utils.py ├── pytorch_utils.py ├── quantizers │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── auto.cpython-310.pyc │ │ ├── base.cpython-310.pyc │ │ ├── quantizer_aqlm.cpython-310.pyc │ │ ├── quantizer_awq.cpython-310.pyc │ │ ├── quantizer_bitnet.cpython-310.pyc │ │ ├── quantizer_bnb_4bit.cpython-310.pyc │ │ ├── quantizer_bnb_8bit.cpython-310.pyc │ │ ├── quantizer_compressed_tensors.cpython-310.pyc │ │ ├── quantizer_eetq.cpython-310.pyc │ │ ├── quantizer_fbgemm_fp8.cpython-310.pyc │ │ ├── quantizer_gptq.cpython-310.pyc │ │ ├── quantizer_hqq.cpython-310.pyc │ │ ├── quantizer_quanto.cpython-310.pyc │ │ ├── quantizer_torchao.cpython-310.pyc │ │ └── quantizers_utils.cpython-310.pyc │ ├── auto.py │ ├── base.py │ ├── quantizer_aqlm.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_gptq.py │ ├── quantizer_hqq.py │ ├── quantizer_quanto.py │ ├── quantizer_torchao.py │ └── quantizers_utils.py ├── safetensors_conversion.py ├── sagemaker │ ├── __init__.py │ ├── trainer_sm.py │ └── training_args_sm.py ├── testing_utils.py ├── tf_utils.py ├── time_series_utils.py ├── tokenization_utils.py ├── tokenization_utils_base.py ├── tokenization_utils_fast.py ├── trainer.py ├── trainer_callback.py ├── trainer_pt_utils.py ├── trainer_seq2seq.py ├── trainer_utils.py ├── training_args.py ├── training_args_seq2seq.py ├── training_args_tf.py └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── backbone_utils.cpython-310.pyc │ ├── chat_template_utils.cpython-310.pyc │ ├── constants.cpython-310.pyc │ ├── deprecation.cpython-310.pyc │ ├── doc.cpython-310.pyc │ ├── dummy_essentia_and_librosa_and_pretty_midi_and_scipy_and_torch_objects.cpython-310.pyc │ ├── dummy_flax_objects.cpython-310.pyc │ ├── dummy_keras_nlp_objects.cpython-310.pyc │ ├── dummy_sentencepiece_and_tokenizers_objects.cpython-310.pyc │ ├── dummy_sentencepiece_objects.cpython-310.pyc │ ├── dummy_tensorflow_text_objects.cpython-310.pyc │ ├── dummy_tf_objects.cpython-310.pyc │ ├── dummy_torchaudio_objects.cpython-310.pyc │ ├── generic.cpython-310.pyc │ ├── hub.cpython-310.pyc │ ├── import_utils.cpython-310.pyc │ ├── logging.cpython-310.pyc │ ├── peft_utils.cpython-310.pyc │ ├── quantization_config.cpython-310.pyc │ └── versions.cpython-310.pyc │ ├── backbone_utils.py │ ├── bitsandbytes.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_flax_objects.py │ ├── dummy_keras_nlp_objects.py │ ├── dummy_music_objects.py │ ├── dummy_pt_objects.py │ ├── dummy_sentencepiece_and_tokenizers_objects.py │ ├── dummy_sentencepiece_objects.py │ ├── dummy_speech_objects.py │ ├── dummy_tensorflow_text_objects.py │ ├── dummy_tf_objects.py │ ├── dummy_tokenizers_objects.py │ ├── dummy_torchaudio_objects.py │ ├── dummy_torchvision_objects.py │ ├── dummy_vision_objects.py │ ├── fx.py │ ├── generic.py │ ├── hp_naming.py │ ├── hub.py │ ├── import_utils.py │ ├── logging.py │ ├── model_parallel_utils.py │ ├── notebook.py │ ├── peft_utils.py │ ├── quantization_config.py │ ├── sentencepiece_model_pb2.py │ ├── sentencepiece_model_pb2_new.py │ └── versions.py └── vqgan ├── config.yaml ├── data.py ├── environment.yaml ├── main.py └── readme.MD /.gitignore: -------------------------------------------------------------------------------- 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