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
- ONNX: deduplicate constants in merged decoder
- fix activation dtype
- Add all available ONNX models to ORTConfigManager
- ORTOptimizer with bart-large-cnn throwing "Incomplete shape inference"
- Natively support BeamSearch/GreedySearch for decoder models
- Merged ONNX decoder next steps
- ORTModelForSemanticSegmentation + TensorrtExecutionProvider yields core dump
- Add test at the ONNX export that axis names are not shared for variable length inputs/outputs
- Support transformers export to ggml format
- Quantized `ORTModelForSeq2SeqLM` slower than vanilla `Transformers`
- Docs
- Python not yet supported