optimum
https://github.com/huggingface/optimum
Python
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
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- Issues
- Optimum uses tensorflow by default when you have both torch and tf
- cannot import name 'ORTModelForSeq2SeqLM' from 'optimum.onnxruntime'
- Invalid rank for input: encoder_hidden_states Got: 2 Expected: 3 Please fix either the inputs or the model
- Support BLIP ONNX export & runtime
- add support for nllb
- deBERTaV3 Error with [ONNXRuntimeError] : 2 : INVALID_ARGUMENT : Invalid Feed Input Name:token_type_ids
- Slow generation and high memory usage for GPT-J
- Auto-TensorRT engine compilation, or improved documentation for it
- How to decrease inference time of LayoutXLM and LiLT models through Optimum?
- Hope to support the export of whisper model onnx
- Docs
- Python not yet supported