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- .github/workflows
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- fr
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- ja
- internal
- main_classes
- model_doc
- tasks
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- internal
- main_classes
- model_doc
- tasks
- pt
- zh
- internal
- main_classes
- model_doc
- examples
- modular-transformers
- pytorch
- question-answering
- text-generation
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- src/transformers
- cli
- data
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- processors
- generation
- continuous_batching
- integrations
- models
- afmoe
- aimv2
- albert
- align
- altclip
- apertus
- arcee
- aria
- audio_spectrogram_transformer
- audioflamingo3
- autoformer
- auto
- aya_vision
- bamba
- bark
- barthez
- bartpho
- bart
- beit
- bert_generation
- bert_japanese
- bertweet
- bert
- big_bird
- bigbird_pegasus
- biogpt
- bitnet
- bit
- blenderbot_small
- blenderbot
- blip_2
- blip
- bloom
- blt
- bridgetower
- bros
- byt5
- camembert
- canine
- chameleon
- chinese_clip
- clap
- clipseg
- clip
- clvp
- code_llama
- codegen
- cohere2_vision
- cohere2
- cohere
- colpali
- colqwen2
- conditional_detr
- convbert
- convnextv2
- convnext
- cpmant
- cpm
- csm
- ctrl
- cvt
- cwm
- d_fine
- dab_detr
- data2vec
- dbrx
- deberta_v2
- deberta
- decision_transformer
- deepseek_v2
- deepseek_v3
- deepseek_vl_hybrid
- deepseek_vl
- deformable_detr
- deit
- depth_anything
- depth_pro
- detr
- dia
- diffllama
- dinat
- dinov2_with_registers
- dinov2
- dinov3_convnext
- dinov3_vit
- distilbert
- dit
- doge
- donut
- dots1
- dpr
- dpt
- edgetam_video
- edgetam
- efficientloftr
- efficientnet
- electra
- emu3
- eomt
- ernie4_5_moe
- ernie4_5
- ernie
- esm
- evolla
- exaone4
- falcon_h1
- falcon_mamba
- falcon
- fast_vlm
- fastspeech2_conformer
- flaubert
- flava
- flex_olmo
- florence2
- fnet
- focalnet
- fsmt
- funnel
- fuyu
- gemma2
- gemma3n
- gemma3
- gemma
- git
- glm46v
- glm4_moe
- glm4v_moe
- glm4v
- glm4
- glm
- glpn
- got_ocr2
- gpt2
- gpt_bigcode
- gpt_neox_japanese
- gpt_neox
- gpt_neo
- gpt_oss
- gpt_sw3
- gptj
- granite_speech
- granitemoehybrid
- granitemoe
- granite
- grounding_dino
- groupvit
- helium
- herbert
- hgnet_v2
- hiera
- hubert
- hunyuan_v1_dense
- hunyuan_v1_moe
- ibert
- idefics2
- idefics3
- idefics
- ijepa
- imagegpt
- informer
- instructblipvideo
- instructblip
- internvl
- jamba
- janus
- jetmoe
- kosmos2_5
- kosmos2
- kyutai_speech_to_text
- layoutlmv2
- layoutlmv3
- layoutlm
- layoutxlm
- led
- levit
- lfm2_moe
- lfm2_vl
- lfm2
- lightglue
- lilt
- llama4
- llama
- llava_next_video
- llava_next
- llava_onevision
- llava
- longcat_flash
- longformer
- longt5
- luke
- lxmert
- m2m_100
- mamba
- marian
- markuplm
- mask2former
- maskformer
- mbart50
- mbart
- megatron_bert
- metaclip_2
- mgp_str
- mimi
- minimax
- ministral3
- ministral
- mistral3
- mistral
- mixtral
- mlcd
- mllama
- mluke
- mm_grounding_dino
- mobilebert
- mobilenet_v1
- mobilenet_v2
- mobilevitv2
- mobilevit
- modernbert_decoder
- modernbert
- moonshine
- moshi
- mpnet
- mpt
- mra
- mt5
- musicgen_melody
- musicgen
- mvp
- myt5
- nanochat
- nemotron
- nllb_moe
- nllb
- nougat
- nystromformer
- olmo2
- olmo3
- olmoe
- olmo
- omdet_turbo
- oneformer
- openai
- opt
- ovis2
- owlv2
- owlvit
- paligemma
- parakeet
- patchtsmixer
- patchtst
- pegasus_x
- pegasus
- perceiver
- perception_lm
- persimmon
- phi3
- phi4_multimodal
- phimoe
- phi
- phobert
- pix2struct
- pixtral
- plbart
- poolformer
- pop2piano
- prompt_depth_anything
- prophetnet
- pvt_v2
- pvt
- qwen2_5_omni
- qwen2_5_vl
- qwen2_audio
- qwen2_moe
- qwen2_vl
- qwen2
- qwen3_moe
- qwen3_next
- qwen3_omni_moe
- qwen3_vl_moe
- qwen3_vl
- qwen3
- rag
- recurrent_gemma
- reformer
- regnet
- rembert
- resnet
- roberta_prelayernorm
- roberta
- roc_bert
- roformer
- rt_detr_v2
- rt_detr
- rwkv
- sam2_video
- sam2
- sam3_tracker_video
- sam3_tracker
- sam3_video
- sam3
- sam_hq
- sam
- seamless_m4t_v2
- seamless_m4t
- seed_oss
- segformer
- seggpt
- sew_d
- sew
- shieldgemma2
- siglip2
- siglip
- smollm3
- smolvlm
- speech_to_text
- speecht5
- splinter
- squeezebert
- stablelm
- starcoder2
- superglue
- superpoint
- swiftformer
- swin2sr
- swinv2
- swin
- switch_transformers
- t5gemma2
- t5gemma
- t5
- table_transformer
- tapas
- textnet
- time_series_transformer
- timesfm
- timesformer
- timm_backbone
- timm_wrapper
- trocr
- tvp
- udop
- umt5
- unispeech_sat
- unispeech
- univnet
- upernet
- vaultgemma
- video_llama_3
- video_llava
- videomae
- vilt
- vipllava
- vision_encoder_decoder
- vision_text_dual_encoder
- visual_bert
- vit_mae
- vit_msn
- vitdet
- vitmatte
- vitpose_backbone
- vitpose
- vits
- vit
- vjepa2
- voxtral
- wav2vec2_bert
- wav2vec2_conformer
- wav2vec2_phoneme
- wav2vec2_with_lm
- wav2vec2
- wavlm
- whisper
- x_clip
- xglm
- xlm_roberta_xl
- xlm_roberta
- xlm
- xlnet
- xmod
- yolos
- yoso
- zamba2
- zamba
- zoedepth
- pipelines
- deprecated
- quantizers
- utils
- tests
- cli
- generation
- kernels
- models
- afmoe
- albert
- align
- altclip
- aria
- auto
- aya_vision
- barthez
- bartpho
- bart
- bert_generation
- bert_japanese
- bert
- big_bird
- biogpt
- blenderbot_small
- blenderbot
- blip_2
- blip
- bloom
- blt
- bridgetower
- byt5
- camembert
- canine
- chameleon
- chinese_clip
- clap
- clipseg
- clip
- clvp
- code_llama
- codegen
- cohere2_vision
- cohere
- colpali
- colqwen2
- cpmant
- csm
- cwm
- dac
- dbrx
- deberta_v2
- deberta
- deepseek_vl_hybrid
- deepseek_vl
- dia
- distilbert
- donut
- dpr
- electra
- emu3
- ernie4_5_moe
- esm
- evolla
- fast_vlm
- fastspeech2_conformer
- flaubert
- flava
- florence2
- fnet
- funnel
- fuyu
- gemma2
- gemma3n
- gemma3
- gemma
- git
- glm46v
- glm4v_moe
- glm4v
- got_ocr2
- gpt2
- gpt_neox_japanese
- gpt_neox
- gpt_oss
- gpt_sw3
- granite_speech
- granitemoehybrid
- grounding_dino
- herbert
- idefics2
- idefics3
- idefics
- instructblipvideo
- instructblip
- internvl
- janus
- kosmos2_5
- kosmos2
- kyutai_speech_to_text
- layoutlmv2
- layoutlmv3
- layoutlm
- layoutxlm
- led
- lfm2_vl
- llama4
- llama
- llava_next_video
- llava_next
- llava_onevision
- llava
- longcat_flash
- longformer
- luke
- lxmert
- m2m_100
- marian
- markuplm
- mbart50
- mbart
- mgp_str
- mimi
- minimax
- ministral3
- mistral3
- mixtral
- mllama
- mluke
- mobilebert
- modernbert
- moshi
- mpnet
- musicgen_melody
- musicgen
- mvp
- myt5
- nanochat
- nllb
- nougat
- olmoe
- olmo
- omdet_turbo
- openai
- ovis2
- owlv2
- owlvit
- paligemma
- parakeet
- patchtst
- pegasus
- perceiver
- perception_lm
- pix2struct
- pixtral
- plbart
- pop2piano
- prophetnet
- qwen2_5_omni
- qwen2_5_vl
- qwen2_audio
- qwen2_moe
- qwen2_vl
- qwen2
- qwen3_moe
- qwen3_omni_moe
- qwen3_vl_moe
- qwen3_vl
- qwen3
- rag
- reformer
- rembert
- roberta
- roc_bert
- sam2_video
- sam2
- sam3
- sam_hq
- sam
- seamless_m4t
- shieldgemma2
- siglip2
- siglip
- smolvlm
- speech_to_text
- speecht5
- splinter
- squeezebert
- t5gemma2
- t5gemma
- t5
- tapas
- trocr
- udop
- video_llama_3
- videomae
- vision_text_dual_encoder
- vit_mae
- vits
- voxtral
- wav2vec2_bert
- wav2vec2
- whisper
- xcodec
- xglm
- xlm_roberta
- xlm
- xlnet
- xlstm
- peft_integration
- pipelines
- quantization
- eetq_integration
- fbgemm_fp8
- finegrained_fp8
- quanto_integration
- quark_integration
- torchao_integration
- tokenization
- trainer
- utils
- utils
- test_module
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