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/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [ModernBERT](model_doc/modernbert) | β
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| [Moonshine](model_doc/moonshine) | β
| β | β |
| [Moshi](model_doc/moshi) | β
| β | β |
| [MPNet](model_doc/mpnet) | β
| β
| β | | 42_4_61 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [MPNet](model_doc/mpnet) | β
| β
| β |
| [MPT](model_doc/mpt) | β
| β | β |
| [MRA](model_doc/mra) | β
| β | β |
| [MT5](model_doc/mt5) | β
| β
| β
| | 42_4_62 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [MT5](model_doc/mt5) | β
| β
| β
|
| [MusicGen](model_doc/musicgen) | β
| β | β |
| [MusicGen Melody](model_doc/musicgen_melody) | β
| β | β |
| [MVP](model_doc/mvp) | β
| β | β | | 42_4_63 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [MVP](model_doc/mvp) | β
| β | β |
| [NAT](model_doc/nat) | β
| β | β |
| [Nemotron](model_doc/nemotron) | β
| β | β |
| [Nezha](model_doc/nezha) | β
| β | β | | 42_4_64 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Nezha](model_doc/nezha) | β
| β | β |
| [NLLB](model_doc/nllb) | β
| β | β |
| [NLLB-MOE](model_doc/nllb-moe) | β
| β | β |
| [Nougat](model_doc/nougat) | β
| β
| β
| | 42_4_65 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Nougat](model_doc/nougat) | β
| β
| β
|
| [NystrΓΆmformer](model_doc/nystromformer) | β
| β | β |
| [OLMo](model_doc/olmo) | β
| β | β |
| [OLMo2](model_doc/olmo2) | β
| β | β | | 42_4_66 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [OLMo2](model_doc/olmo2) | β
| β | β |
| [OLMoE](model_doc/olmoe) | β
| β | β |
| [OmDet-Turbo](model_doc/omdet-turbo) | β
| β | β |
| [OneFormer](model_doc/oneformer) | β
| β | β | | 42_4_67 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [OneFormer](model_doc/oneformer) | β
| β | β |
| [OpenAI GPT](model_doc/openai-gpt) | β
| β
| β |
| [OpenAI GPT-2](model_doc/gpt2) | β
| β
| β
|
| [OpenLlama](model_doc/open-llama) | β
| β | β | | 42_4_68 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [OpenLlama](model_doc/open-llama) | β
| β | β |
| [OPT](model_doc/opt) | β
| β
| β
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| [OWL-ViT](model_doc/owlvit) | β
| β | β |
| [OWLv2](model_doc/owlv2) | β
| β | β | | 42_4_69 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [OWLv2](model_doc/owlv2) | β
| β | β |
| [PaliGemma](model_doc/paligemma) | β
| β | β |
| [PatchTSMixer](model_doc/patchtsmixer) | β
| β | β |
| [PatchTST](model_doc/patchtst) | β
| β | β | | 42_4_70 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [PatchTST](model_doc/patchtst) | β
| β | β |
| [Pegasus](model_doc/pegasus) | β
| β
| β
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| [PEGASUS-X](model_doc/pegasus_x) | β
| β | β |
| [Perceiver](model_doc/perceiver) | β
| β | β | | 42_4_71 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Perceiver](model_doc/perceiver) | β
| β | β |
| [Persimmon](model_doc/persimmon) | β
| β | β |
| [Phi](model_doc/phi) | β
| β | β |
| [Phi3](model_doc/phi3) | β
| β | β | | 42_4_72 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Phi3](model_doc/phi3) | β
| β | β |
| [Phimoe](model_doc/phimoe) | β
| β | β |
| [PhoBERT](model_doc/phobert) | β
| β
| β
|
| [Pix2Struct](model_doc/pix2struct) | β
| β | β | | 42_4_73 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Pix2Struct](model_doc/pix2struct) | β
| β | β |
| [Pixtral](model_doc/pixtral) | β
| β | β |
| [PLBart](model_doc/plbart) | β
| β | β |
| [PoolFormer](model_doc/poolformer) | β
| β | β | | 42_4_74 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [PoolFormer](model_doc/poolformer) | β
| β | β |
| [Pop2Piano](model_doc/pop2piano) | β
| β | β |
| [ProphetNet](model_doc/prophetnet) | β
| β | β |
| [PVT](model_doc/pvt) | β
| β | β | | 42_4_75 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [PVT](model_doc/pvt) | β
| β | β |
| [PVTv2](model_doc/pvt_v2) | β
| β | β |
| [QDQBert](model_doc/qdqbert) | β
| β | β |
| [Qwen2](model_doc/qwen2) | β
| β | β | | 42_4_76 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Qwen2](model_doc/qwen2) | β
| β | β |
| [Qwen2Audio](model_doc/qwen2_audio) | β
| β | β |
| [Qwen2MoE](model_doc/qwen2_moe) | β
| β | β |
| [Qwen2VL](model_doc/qwen2_vl) | β
| β | β | | 42_4_77 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Qwen2VL](model_doc/qwen2_vl) | β
| β | β |
| [RAG](model_doc/rag) | β
| β
| β |
| [REALM](model_doc/realm) | β
| β | β |
| [RecurrentGemma](model_doc/recurrent_gemma) | β
| β | β | | 42_4_78 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [RecurrentGemma](model_doc/recurrent_gemma) | β
| β | β |
| [Reformer](model_doc/reformer) | β
| β | β |
| [RegNet](model_doc/regnet) | β
| β
| β
|
| [RemBERT](model_doc/rembert) | β
| β
| β | | 42_4_79 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [RemBERT](model_doc/rembert) | β
| β
| β |
| [ResNet](model_doc/resnet) | β
| β
| β
|
| [RetriBERT](model_doc/retribert) | β
| β | β |
| [RoBERTa](model_doc/roberta) | β
| β
| β
| | 42_4_80 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [RoBERTa](model_doc/roberta) | β
| β
| β
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| [RoBERTa-PreLayerNorm](model_doc/roberta-prelayernorm) | β
| β
| β
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| [RoCBert](model_doc/roc_bert) | β
| β | β |
| [RoFormer](model_doc/roformer) | β
| β
| β
| | 42_4_81 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [RoFormer](model_doc/roformer) | β
| β
| β
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| [RT-DETR](model_doc/rt_detr) | β
| β | β |
| [RT-DETR-ResNet](model_doc/rt_detr_resnet) | β
| β | β |
| [RWKV](model_doc/rwkv) | β
| β | β | | 42_4_82 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [RWKV](model_doc/rwkv) | β
| β | β |
| [SAM](model_doc/sam) | β
| β
| β |
| [SeamlessM4T](model_doc/seamless_m4t) | β
| β | β |
| [SeamlessM4Tv2](model_doc/seamless_m4t_v2) | β
| β | β | | 42_4_83 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [SeamlessM4Tv2](model_doc/seamless_m4t_v2) | β
| β | β |
| [SegFormer](model_doc/segformer) | β
| β
| β |
| [SegGPT](model_doc/seggpt) | β
| β | β |
| [SEW](model_doc/sew) | β
| β | β | | 42_4_84 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [SEW](model_doc/sew) | β
| β | β |
| [SEW-D](model_doc/sew-d) | β
| β | β |
| [SigLIP](model_doc/siglip) | β
| β | β |
| [Speech Encoder decoder](model_doc/speech-encoder-decoder) | β
| β | β
| | 42_4_85 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Speech Encoder decoder](model_doc/speech-encoder-decoder) | β
| β | β
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| [Speech2Text](model_doc/speech_to_text) | β
| β
| β |
| [SpeechT5](model_doc/speecht5) | β
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| [Splinter](model_doc/splinter) | β
| β | β | | 42_4_86 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Splinter](model_doc/splinter) | β
| β | β |
| [SqueezeBERT](model_doc/squeezebert) | β
| β | β |
| [StableLm](model_doc/stablelm) | β
| β | β |
| [Starcoder2](model_doc/starcoder2) | β
| β | β | | 42_4_87 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Starcoder2](model_doc/starcoder2) | β
| β | β |
| [SuperPoint](model_doc/superpoint) | β
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| [SwiftFormer](model_doc/swiftformer) | β
| β
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| [Swin Transformer](model_doc/swin) | β
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| β | | 42_4_88 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Swin Transformer](model_doc/swin) | β
| β
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| [Swin Transformer V2](model_doc/swinv2) | β
| β | β |
| [Swin2SR](model_doc/swin2sr) | β
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| [SwitchTransformers](model_doc/switch_transformers) | β
| β | β | | 42_4_89 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [SwitchTransformers](model_doc/switch_transformers) | β
| β | β |
| [T5](model_doc/t5) | β
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| [T5v1.1](model_doc/t5v1.1) | β
| β
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| [Table Transformer](model_doc/table-transformer) | β
| β | β | | 42_4_90 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Table Transformer](model_doc/table-transformer) | β
| β | β |
| [TAPAS](model_doc/tapas) | β
| β
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| [TAPEX](model_doc/tapex) | β
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| [TextNet](model_doc/textnet) | β
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/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [TextNet](model_doc/textnet) | β
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| [Time Series Transformer](model_doc/time_series_transformer) | β
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| [TimeSformer](model_doc/timesformer) | β
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| [TimmWrapperModel](model_doc/timm_wrapper) | β
| β | β | | 42_4_92 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [TimmWrapperModel](model_doc/timm_wrapper) | β
| β | β |
| [Trajectory Transformer](model_doc/trajectory_transformer) | β
| β | β |
| [Transformer-XL](model_doc/transfo-xl) | β
| β
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| [TrOCR](model_doc/trocr) | β
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/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [TrOCR](model_doc/trocr) | β
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| [TVLT](model_doc/tvlt) | β
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| [TVP](model_doc/tvp) | β
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| [UDOP](model_doc/udop) | β
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/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [UDOP](model_doc/udop) | β
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| [UL2](model_doc/ul2) | β
| β
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| [UMT5](model_doc/umt5) | β
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| [UniSpeech](model_doc/unispeech) | β
| β | β | | 42_4_95 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [UniSpeech](model_doc/unispeech) | β
| β | β |
| [UniSpeechSat](model_doc/unispeech-sat) | β
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| [UnivNet](model_doc/univnet) | β
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| [UPerNet](model_doc/upernet) | β
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/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [UPerNet](model_doc/upernet) | β
| β | β |
| [VAN](model_doc/van) | β
| β | β |
| [VideoLlava](model_doc/video_llava) | β
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| [VideoMAE](model_doc/videomae) | β
| β | β | | 42_4_97 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [VideoMAE](model_doc/videomae) | β
| β | β |
| [ViLT](model_doc/vilt) | β
| β | β |
| [VipLlava](model_doc/vipllava) | β
| β | β |
| [Vision Encoder decoder](model_doc/vision-encoder-decoder) | β
| β
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| | 42_4_98 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Vision Encoder decoder](model_doc/vision-encoder-decoder) | β
| β
| β
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| [VisionTextDualEncoder](model_doc/vision-text-dual-encoder) | β
| β
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| [VisualBERT](model_doc/visual_bert) | β
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| [ViT](model_doc/vit) | β
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| | 42_4_99 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [ViT](model_doc/vit) | β
| β
| β
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| [ViT Hybrid](model_doc/vit_hybrid) | β
| β | β |
| [VitDet](model_doc/vitdet) | β
| β | β |
| [ViTMAE](model_doc/vit_mae) | β
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/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [ViTMAE](model_doc/vit_mae) | β
| β
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| [ViTMatte](model_doc/vitmatte) | β
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| [ViTMSN](model_doc/vit_msn) | β
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| [ViTPose](model_doc/vitpose) | β
| β | β | | 42_4_101 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [ViTPose](model_doc/vitpose) | β
| β | β |
| [ViTPoseBackbone](model_doc/vitpose_backbone) | β
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| [VITS](model_doc/vits) | β
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| [ViViT](model_doc/vivit) | β
| β | β | | 42_4_102 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [ViViT](model_doc/vivit) | β
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| [Wav2Vec2](model_doc/wav2vec2) | β
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| [Wav2Vec2-BERT](model_doc/wav2vec2-bert) | β
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| [Wav2Vec2-Conformer](model_doc/wav2vec2-conformer) | β
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/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Wav2Vec2-Conformer](model_doc/wav2vec2-conformer) | β
| β | β |
| [Wav2Vec2Phoneme](model_doc/wav2vec2_phoneme) | β
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| [WavLM](model_doc/wavlm) | β
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| [Whisper](model_doc/whisper) | β
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/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Whisper](model_doc/whisper) | β
| β
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| [X-CLIP](model_doc/xclip) | β
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| [X-MOD](model_doc/xmod) | β
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| [XGLM](model_doc/xglm) | β
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/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [XGLM](model_doc/xglm) | β
| β
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| [XLM](model_doc/xlm) | β
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| [XLM-ProphetNet](model_doc/xlm-prophetnet) | β
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| [XLM-RoBERTa](model_doc/xlm-roberta) | β
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| | 42_4_106 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [XLM-RoBERTa](model_doc/xlm-roberta) | β
| β
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| [XLM-RoBERTa-XL](model_doc/xlm-roberta-xl) | β
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| [XLM-V](model_doc/xlm-v) | β
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| [XLNet](model_doc/xlnet) | β
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/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [XLNet](model_doc/xlnet) | β
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| β
|
| [XLSR-Wav2Vec2](model_doc/xlsr_wav2vec2) | β
| β
| β
|
| [YOLOS](model_doc/yolos) | β
| β | β | | 42_4_108 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [YOLOS](model_doc/yolos) | β
| β | β |
| [YOSO](model_doc/yoso) | β
| β | β |
| [Zamba](model_doc/zamba) | β
| β | β | | 42_4_109 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [Zamba](model_doc/zamba) | β
| β | β |
| [ZoeDepth](model_doc/zoedepth) | β
| β | β |
<!-- End table--> | 42_4_110 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/llm_tutorial_optimization.md | https://huggingface.co/docs/transformers/en/llm_tutorial_optimization/ | .md | <!--Copyright 2023 The HuggingFace Team. All rights reserved.
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Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the | 43_0_0 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/llm_tutorial_optimization.md | https://huggingface.co/docs/transformers/en/llm_tutorial_optimization/ | .md | an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
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β οΈ Note that this file is in Markdown but contain specific syntax for our doc-builder (similar to MDX) that may not be
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--> | 43_0_1 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/llm_tutorial_optimization.md | https://huggingface.co/docs/transformers/en/llm_tutorial_optimization/#optimizing-llms-for-speed-and-memory | .md | [[open-in-colab]]
Large Language Models (LLMs) such as GPT3/4, [Falcon](https://huggingface.co/tiiuae/falcon-40b), and [Llama](https://huggingface.co/meta-llama/Llama-2-70b-hf) are rapidly advancing in their ability to tackle human-centric tasks, establishing themselves as essential tools in modern knowledge-based industries.
Deploying these models in real-world tasks remains challenging, however: | 43_1_0 |
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