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
- OnnxRuntime Support for Text2Video and Img2Video Pipelines
- Support for exaone models
- --dtype fp16 does not decrease the model size
- cannot quantize bge onnx model(embedding model) without performace loss
- Qwen RuntimeError: The serialized model is larger than the 2GiB
- KeyError: 'swinv2 model type is not supported yet in NormalizedConfig.
- VisionEncoderDecoderModel ONNX Conversion - Swinv2-Xlm-roberta-base
- GPTQ kernel inference not compatible with some models
- TFJS support model.json to ONNX conversion
- Add support for Musicgen Melody in the ONNX export
- Docs
- Python not yet supported