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
- ORTStableDiffusionPipeline: INVALID_ARGUMENT : Unexpected input data type. Actual: (tensor(int64)) , expected: (tensor(int32))
- Quantisation of BigBirdForTokenClassification suffers significant performance drop
- StableLM cannot be converted with post processing turned on because the `ByteSize()` function returns only 1.4gb
- Adding BetterTransformer support for ProphetNet
- Update: fix typo `from_pretained` to `from_pretrained`
- Gradients greatly change after `BetterTransformer.transform` application
- LLM or any model cannot be exported to onnx with opset 9
- ORT whisper on CUDAExecutionProvider is slower than PyTorch
- Community contribution - `BetterTransformer` integration for more models!
- Community contribution - `optimum.exporters.onnx` support for new models!
- Docs
- Python not yet supported