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
- Support bitsandbytes export to ONNX
- device set bug
- bug with padding in inference using to_bettertransformer()
- Static Quantization - Token classification
- failed to run GPTQ
- Support onnx export of microsoft/speecht5_hifigan and microsoft/speecht5_vc
- IO Binding for ORTModelForCTC
- tritonserver loading onnx model exported by optimum failed
- gptq stuck at multi gpu
- ONNX export of Falcon fails with torch 2.0.1 but succeeds with torch 2.1
- Docs
- Python not yet supported