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
- add SDXL panorama pipeline and tiled VAE for ORT
- Does optimum able to quantize GPT2 model?
- Consistent use of `"sequence-classification"` vs. `"text-classification", "audio-classification"`
- fix activation dtype
- Feature request: allow user to provide tokenizer when loading transformer model
- Fix CPU device parameter
- Add all available ONNX models to ORTConfigManager
- Add support for joint quantization and graph optimization of the models
- ORTOptimizer with bart-large-cnn throwing "Incomplete shape inference"
- Natively support BeamSearch/GreedySearch for decoder models
- Docs
- Python not yet supported