Convert huggingface model to onnx #1888
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lanking520
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frankfliu
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Done |
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frankfliu
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serving/docker/lmi.Dockerfile
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| @@ -92,7 +93,9 @@ RUN pip3 install torch==${torch_version} torchvision==${torch_vision_version} -- | |||
| transformers==${transformers_version} hf-transfer zstandard datasets==${datasets_version} \ | |||
| mpi4py sentencepiece tiktoken blobfile einops accelerate==${accelerate_version} bitsandbytes==${bitsandbytes_version} \ | |||
| optimum==${optimum_version} auto-gptq==${auto_gptq_version} pandas pyarrow jinja2 \ | |||
| opencv-contrib-python-headless safetensors scipy && \ | |||
| opencv-contrib-python-headless safetensors scipy \ | |||
| onnxruntime-gpu==${onnx_version} --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/ \ | |||
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Why we need onnxruntime-gpu?, we only use it for conversion
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This is needed for O4 optimization. Otherwise this will fail.
frankfliu
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