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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 | | [Mixtral](model_doc/mixtral) | ✅ | ❌ | ❌ |
| [Mllama](model_doc/mllama) | ✅ | ❌ | ❌ |
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| [MMS](model_doc/mms) | ✅ | ✅ | ✅ | | 42_4_58 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [MMS](model_doc/mms) | ✅ | ✅ | ✅ |
| [MobileBERT](model_doc/mobilebert) | ✅ | ✅ | ❌ |
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| [MobileNetV2](model_doc/mobilenet_v2) | ✅ | ❌ | ❌ | | 42_4_59 |
/Users/nielsrogge/Documents/python_projecten/transformers/docs/source/en/index.md | https://huggingface.co/docs/transformers/en/index/#supported-models-and-frameworks | .md | | [MobileNetV2](model_doc/mobilenet_v2) | ✅ | ❌ | ❌ |
| [MobileViT](model_doc/mobilevit) | ✅ | ✅ | ❌ |
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| [ModernBERT](model_doc/modernbert) | ✅ | ❌ | ❌ | | 42_4_60 |
/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) | ✅ | ❌ | ❌ |
| [Moonshine](model_doc/moonshine) | ✅ | ❌ | ❌ |
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| [MPNet](model_doc/mpnet) | ✅ | ✅ | ❌ | | 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) | ✅ | ✅ | ❌ |
| [MPT](model_doc/mpt) | ✅ | ❌ | ❌ |
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| [MT5](model_doc/mt5) | ✅ | ✅ | ✅ | | 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) | ✅ | ✅ | ✅ |
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| [MVP](model_doc/mvp) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [NAT](model_doc/nat) | ✅ | ❌ | ❌ |
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| [Nezha](model_doc/nezha) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [NLLB](model_doc/nllb) | ✅ | ❌ | ❌ |
| [NLLB-MOE](model_doc/nllb-moe) | ✅ | ❌ | ❌ |
| [Nougat](model_doc/nougat) | ✅ | ✅ | ✅ | | 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) | ✅ | ✅ | ✅ |
| [Nyströmformer](model_doc/nystromformer) | ✅ | ❌ | ❌ |
| [OLMo](model_doc/olmo) | ✅ | ❌ | ❌ |
| [OLMo2](model_doc/olmo2) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [OLMoE](model_doc/olmoe) | ✅ | ❌ | ❌ |
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| [OneFormer](model_doc/oneformer) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [OpenAI GPT](model_doc/openai-gpt) | ✅ | ✅ | ❌ |
| [OpenAI GPT-2](model_doc/gpt2) | ✅ | ✅ | ✅ |
| [OpenLlama](model_doc/open-llama) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [OPT](model_doc/opt) | ✅ | ✅ | ✅ |
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| [OWLv2](model_doc/owlv2) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [PaliGemma](model_doc/paligemma) | ✅ | ❌ | ❌ |
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| [PatchTST](model_doc/patchtst) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [Pegasus](model_doc/pegasus) | ✅ | ✅ | ✅ |
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| [Perceiver](model_doc/perceiver) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [Persimmon](model_doc/persimmon) | ✅ | ❌ | ❌ |
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| [Phi3](model_doc/phi3) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [Phimoe](model_doc/phimoe) | ✅ | ❌ | ❌ |
| [PhoBERT](model_doc/phobert) | ✅ | ✅ | ✅ |
| [Pix2Struct](model_doc/pix2struct) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [Pixtral](model_doc/pixtral) | ✅ | ❌ | ❌ |
| [PLBart](model_doc/plbart) | ✅ | ❌ | ❌ |
| [PoolFormer](model_doc/poolformer) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [Pop2Piano](model_doc/pop2piano) | ✅ | ❌ | ❌ |
| [ProphetNet](model_doc/prophetnet) | ✅ | ❌ | ❌ |
| [PVT](model_doc/pvt) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [PVTv2](model_doc/pvt_v2) | ✅ | ❌ | ❌ |
| [QDQBert](model_doc/qdqbert) | ✅ | ❌ | ❌ |
| [Qwen2](model_doc/qwen2) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [Qwen2Audio](model_doc/qwen2_audio) | ✅ | ❌ | ❌ |
| [Qwen2MoE](model_doc/qwen2_moe) | ✅ | ❌ | ❌ |
| [Qwen2VL](model_doc/qwen2_vl) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [RAG](model_doc/rag) | ✅ | ✅ | ❌ |
| [REALM](model_doc/realm) | ✅ | ❌ | ❌ |
| [RecurrentGemma](model_doc/recurrent_gemma) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [Reformer](model_doc/reformer) | ✅ | ❌ | ❌ |
| [RegNet](model_doc/regnet) | ✅ | ✅ | ✅ |
| [RemBERT](model_doc/rembert) | ✅ | ✅ | ❌ | | 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) | ✅ | ✅ | ❌ |
| [ResNet](model_doc/resnet) | ✅ | ✅ | ✅ |
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| [RoBERTa](model_doc/roberta) | ✅ | ✅ | ✅ | | 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) | ✅ | ✅ | ✅ |
| [RoBERTa-PreLayerNorm](model_doc/roberta-prelayernorm) | ✅ | ✅ | ✅ |
| [RoCBert](model_doc/roc_bert) | ✅ | ❌ | ❌ |
| [RoFormer](model_doc/roformer) | ✅ | ✅ | ✅ | | 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) | ✅ | ✅ | ✅ |
| [RT-DETR](model_doc/rt_detr) | ✅ | ❌ | ❌ |
| [RT-DETR-ResNet](model_doc/rt_detr_resnet) | ✅ | ❌ | ❌ |
| [RWKV](model_doc/rwkv) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [SAM](model_doc/sam) | ✅ | ✅ | ❌ |
| [SeamlessM4T](model_doc/seamless_m4t) | ✅ | ❌ | ❌ |
| [SeamlessM4Tv2](model_doc/seamless_m4t_v2) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [SegFormer](model_doc/segformer) | ✅ | ✅ | ❌ |
| [SegGPT](model_doc/seggpt) | ✅ | ❌ | ❌ |
| [SEW](model_doc/sew) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [SEW-D](model_doc/sew-d) | ✅ | ❌ | ❌ |
| [SigLIP](model_doc/siglip) | ✅ | ❌ | ❌ |
| [Speech Encoder decoder](model_doc/speech-encoder-decoder) | ✅ | ❌ | ✅ | | 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) | ✅ | ❌ | ✅ |
| [Speech2Text](model_doc/speech_to_text) | ✅ | ✅ | ❌ |
| [SpeechT5](model_doc/speecht5) | ✅ | ❌ | ❌ |
| [Splinter](model_doc/splinter) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [SqueezeBERT](model_doc/squeezebert) | ✅ | ❌ | ❌ |
| [StableLm](model_doc/stablelm) | ✅ | ❌ | ❌ |
| [Starcoder2](model_doc/starcoder2) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [SuperPoint](model_doc/superpoint) | ✅ | ❌ | ❌ |
| [SwiftFormer](model_doc/swiftformer) | ✅ | ✅ | ❌ |
| [Swin Transformer](model_doc/swin) | ✅ | ✅ | ❌ | | 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) | ✅ | ✅ | ❌ |
| [Swin Transformer V2](model_doc/swinv2) | ✅ | ❌ | ❌ |
| [Swin2SR](model_doc/swin2sr) | ✅ | ❌ | ❌ |
| [SwitchTransformers](model_doc/switch_transformers) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [T5](model_doc/t5) | ✅ | ✅ | ✅ |
| [T5v1.1](model_doc/t5v1.1) | ✅ | ✅ | ✅ |
| [Table Transformer](model_doc/table-transformer) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [TAPAS](model_doc/tapas) | ✅ | ✅ | ❌ |
| [TAPEX](model_doc/tapex) | ✅ | ✅ | ✅ |
| [TextNet](model_doc/textnet) | ✅ | ❌ | ❌ | | 42_4_91 |
/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) | ✅ | ❌ | ❌ |
| [Time Series Transformer](model_doc/time_series_transformer) | ✅ | ❌ | ❌ |
| [TimeSformer](model_doc/timesformer) | ✅ | ❌ | ❌ |
| [TimmWrapperModel](model_doc/timm_wrapper) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [Trajectory Transformer](model_doc/trajectory_transformer) | ✅ | ❌ | ❌ |
| [Transformer-XL](model_doc/transfo-xl) | ✅ | ✅ | ❌ |
| [TrOCR](model_doc/trocr) | ✅ | ❌ | ❌ | | 42_4_93 |
/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) | ✅ | ❌ | ❌ |
| [TVLT](model_doc/tvlt) | ✅ | ❌ | ❌ |
| [TVP](model_doc/tvp) | ✅ | ❌ | ❌ |
| [UDOP](model_doc/udop) | ✅ | ❌ | ❌ | | 42_4_94 |
/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) | ✅ | ❌ | ❌ |
| [UL2](model_doc/ul2) | ✅ | ✅ | ✅ |
| [UMT5](model_doc/umt5) | ✅ | ❌ | ❌ |
| [UniSpeech](model_doc/unispeech) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [UniSpeechSat](model_doc/unispeech-sat) | ✅ | ❌ | ❌ |
| [UnivNet](model_doc/univnet) | ✅ | ❌ | ❌ |
| [UPerNet](model_doc/upernet) | ✅ | ❌ | ❌ | | 42_4_96 |
/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) | ✅ | ❌ | ❌ |
| [VAN](model_doc/van) | ✅ | ❌ | ❌ |
| [VideoLlava](model_doc/video_llava) | ✅ | ❌ | ❌ |
| [VideoMAE](model_doc/videomae) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [ViLT](model_doc/vilt) | ✅ | ❌ | ❌ |
| [VipLlava](model_doc/vipllava) | ✅ | ❌ | ❌ |
| [Vision Encoder decoder](model_doc/vision-encoder-decoder) | ✅ | ✅ | ✅ | | 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) | ✅ | ✅ | ✅ |
| [VisionTextDualEncoder](model_doc/vision-text-dual-encoder) | ✅ | ✅ | ✅ |
| [VisualBERT](model_doc/visual_bert) | ✅ | ❌ | ❌ |
| [ViT](model_doc/vit) | ✅ | ✅ | ✅ | | 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) | ✅ | ✅ | ✅ |
| [ViT Hybrid](model_doc/vit_hybrid) | ✅ | ❌ | ❌ |
| [VitDet](model_doc/vitdet) | ✅ | ❌ | ❌ |
| [ViTMAE](model_doc/vit_mae) | ✅ | ✅ | ❌ | | 42_4_100 |
/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) | ✅ | ✅ | ❌ |
| [ViTMatte](model_doc/vitmatte) | ✅ | ❌ | ❌ |
| [ViTMSN](model_doc/vit_msn) | ✅ | ❌ | ❌ |
| [ViTPose](model_doc/vitpose) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [ViTPoseBackbone](model_doc/vitpose_backbone) | ✅ | ❌ | ❌ |
| [VITS](model_doc/vits) | ✅ | ❌ | ❌ |
| [ViViT](model_doc/vivit) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [Wav2Vec2](model_doc/wav2vec2) | ✅ | ✅ | ✅ |
| [Wav2Vec2-BERT](model_doc/wav2vec2-bert) | ✅ | ❌ | ❌ |
| [Wav2Vec2-Conformer](model_doc/wav2vec2-conformer) | ✅ | ❌ | ❌ | | 42_4_103 |
/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) | ✅ | ❌ | ❌ |
| [Wav2Vec2Phoneme](model_doc/wav2vec2_phoneme) | ✅ | ✅ | ✅ |
| [WavLM](model_doc/wavlm) | ✅ | ❌ | ❌ |
| [Whisper](model_doc/whisper) | ✅ | ✅ | ✅ | | 42_4_104 |
/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) | ✅ | ✅ | ✅ |
| [X-CLIP](model_doc/xclip) | ✅ | ❌ | ❌ |
| [X-MOD](model_doc/xmod) | ✅ | ❌ | ❌ |
| [XGLM](model_doc/xglm) | ✅ | ✅ | ✅ | | 42_4_105 |
/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) | ✅ | ✅ | ✅ |
| [XLM](model_doc/xlm) | ✅ | ✅ | ❌ |
| [XLM-ProphetNet](model_doc/xlm-prophetnet) | ✅ | ❌ | ❌ |
| [XLM-RoBERTa](model_doc/xlm-roberta) | ✅ | ✅ | ✅ | | 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) | ✅ | ✅ | ✅ |
| [XLM-RoBERTa-XL](model_doc/xlm-roberta-xl) | ✅ | ❌ | ❌ |
| [XLM-V](model_doc/xlm-v) | ✅ | ✅ | ✅ |
| [XLNet](model_doc/xlnet) | ✅ | ✅ | ❌ | | 42_4_107 |
/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) | ✅ | ✅ | ❌ |
| [XLS-R](model_doc/xls_r) | ✅ | ✅ | ✅ |
| [XLSR-Wav2Vec2](model_doc/xlsr_wav2vec2) | ✅ | ✅ | ✅ |
| [YOLOS](model_doc/yolos) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [YOSO](model_doc/yoso) | ✅ | ❌ | ❌ |
| [Zamba](model_doc/zamba) | ✅ | ❌ | ❌ | | 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) | ✅ | ❌ | ❌ |
| [ZoeDepth](model_doc/zoedepth) | ✅ | ❌ | ❌ |
<!-- 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.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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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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/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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