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
- 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`
- [ONNX export] Bark for realistic text-to-speech generation
- ONNX converted seq2seq model cannot batch decoding
- BetterTransformer.transform fails for OPT variants of BLIP2
- 4-bit quantization for OpenAI whisper and for Facebook MMS
- Incomplete symbolic shape inference
- Docs
- Python not yet supported