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- 🌍MAIN CLASSES
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  Extending the Auto Classes
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  FlaxAutoModelForMaskedLM
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  TFAutoModelForSeq2SeqLM
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  AutoModelForSequenceClassification
  TFAutoModelForSequenceClassification
  FlaxAutoModelForSequenceClassification
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  TFAutoModelForImageClassification
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  AutoModelForObjectDetection
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  TFAutoModelForAudioFrameClassification
  AutoModelForCTC
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  TFAutoModelForSpeechSeq2Seq
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  AutoModelForAudioXVector
  AutoModelForTextToSpectrogram
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  Multimodal
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  TFAutoModelForTableQuestionAnswering
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- 🌍MODELS
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  Encoder Decoder Models
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  GPT-J
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  GPTSAN Japanese
  GPTSw3
  HerBERT
  I-BERT
  Jukebox
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  LLaMA
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  Longformer
  LongT5
  LUKE
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  MarkupLM
  MBart and MBart-50
  MEGA
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  MPNet
  MPT
  MRA
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  MVP
  NEZHA
  NLLB
  NLLB-MoE
  Nyströmformer
  Open-Llama
  OPT
  Pegasus
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  PLBart
  ProphetNet
  QDQBert
  RAG
  REALM
  Reformer
  RemBERT
  RetriBERT
  RoBERTa
  RoBERTa-PreLayerNorm
  RoCBert
  RoFormer
  RWKV
  Splinter
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  SwitchTransformers
  T5
  T5v1.1
  TAPEX
  Transformer XL
  UL2
  UMT5
  X-MOD
  XGLM
  XLM
  XLM-ProphetNet
  XLM-RoBERTa
  XLM-RoBERTa-XL
  XLM-V
  XLNet
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  🌍VISION MODELS
  BEiT
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  DeiT
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  DiNAT
  DINO V2
  DiT
  DPT
  EfficientFormer
  EfficientNet
  FocalNet
  GLPN
  ImageGPT
  LeViT
  Mask2Former
  MaskFormer
  MobileNetV1
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  MobileViT
  MobileViTV2
  NAT
  PoolFormer
  Pyramid Vision Transformer (PVT)
  RegNet
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  SwiftFormer
  Swin Transformer
  Swin Transformer V2
  Swin2SR
  Table Transformer
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  UperNet
  VAN
  VideoMAE
  Vision Transformer (ViT)
  ViT Hybrid
  ViTDet
  ViTMAE
  ViTMatte
  ViTMSN
  ViViT
  YOLOS
  🌍AUDIO MODELS
  Audio Spectrogram Transformer
  Bark
  CLAP
  EnCodec
  Hubert
  MCTCT
  MMS
  MusicGen
  Pop2Piano
  SEW
  SEW-D
  Speech2Text
  Speech2Text2
  SpeechT5
  UniSpeech
  UniSpeech-SAT
  VITS
  Wav2Vec2
  Wav2Vec2-Conformer
  Wav2Vec2Phoneme
  WavLM
  Whisper
  XLS-R
  XLSR-Wav2Vec2
  🌍MULTIMODAL MODELS
  ALIGN
  AltCLIP
  BLIP
  BLIP-2
  BridgeTower
  BROS
  Chinese-CLIP
  CLIP
  CLIPSeg
  Data2Vec
  DePlot
  Donut
  FLAVA
  GIT
  GroupViT
  IDEFICS
  InstructBLIP
  LayoutLM
  LayoutLMV2
  LayoutLMV3
  LayoutXLM
  LiLT
  LXMERT
  MatCha
  MGP-STR
  Nougat
  OneFormer
  OWL-ViT
  Perceiver
  Pix2Struct
  Segment Anything
  Speech Encoder Decoder Models
  TAPAS
  TrOCR
  TVLT
  ViLT
  Vision Encoder Decoder Models
  Vision Text Dual Encoder
  VisualBERT
  X-CLIP
  🌍REINFORCEMENT LEARNING MODELS
  Decision Transformer
  Trajectory Transformer
  🌍TIME SERIES MODELS
  Autoformer
  Informer
  Time Series Transformer
  🌍GRAPH MODELS
  Graphormer
🌍INTERNAL HELPERS

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🌍PERFORMANCE AND SCALABILITY

🌍OPTIMIZING INFERENCE

Inference on CPU Inference on one GPU Inference on many GPUs Inference on Specialized Hardware

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