Optimum documentation

Supported models

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Supported models

🤗 Optimum handles the export of models to OpenVINO in the exporters.openvino module. It provides classes, functions, and a command line interface to perform the export easily. Here is the list of the supported architectures :

Transformers

  • Albert
  • Aquila
  • Arctic
  • Audio Spectrogram Transformer
  • Baichuan 2
  • Bart
  • Beit
  • Bert
  • BioGPT
  • BlenderBot
  • BlenderBotSmall
  • Bloom
  • CLIP
  • Camembert
  • ChatGLM
  • CodeGen
  • CodeGen2
  • Cohere
  • ConvBert
  • ConvNext
  • DBRX
  • Data2VecAudio
  • Data2VecText
  • Data2VecVision
  • Deberta
  • Deberta-v2
  • Deit
  • DistilBert
  • Electra
  • Encoder Decoder
  • Exaone
  • Falcon
  • Flaubert
  • GLM-4
  • GPT-2
  • GPT-BigCode
  • GPT-J
  • GPT-Neo
  • GPT-NeoX
  • GPT-NeoX-Japanese
  • Gemma
  • Gemma2
  • Hubert
  • IBert
  • InternLM
  • InternLM2
  • Levit
  • Llama
  • M2-M100
  • MBart
  • MPNet
  • MPT
  • MT5
  • Marian
  • MiniCPM
  • Mistral
  • Mixtral
  • MobileBert
  • MobileNet v1
  • MobileNet v2
  • MobileVit
  • Nystromformer
  • OLMo
  • OPT
  • Orion
  • Pegasus
  • Perceiver
  • Persimmon
  • Phi
  • Phi3
  • Pix2Struct
  • PoolFormer
  • Qwen
  • Qwen2(Qwen1.5)
  • ResNet
  • Roberta
  • Roformer
  • SEW
  • SEW-D
  • Segformer
  • SqueezeBert
  • StableLM
  • StarCoder2
  • Swin
  • T5
  • TROCR
  • UniSpeech
  • UniSpeech SAT
  • Vision Encoder Decoder
  • Vit
  • Wav2Vec2
  • Wav2Vec2 Conformer
  • WavLM
  • Whisper
  • XGLM
  • XLM
  • XLM-Roberta
  • XVERSE

Diffusers

  • Stable Diffusion
  • Stable Diffusion XL
  • Latent Consistency

Timm

  • PiT
  • ViT

Sentence Transformers

  • All Transformer and CLIP-based models.
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