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* fix * fix --------- Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
39 lines
1.9 KiB
Docker
39 lines
1.9 KiB
Docker
FROM nvidia/cuda:12.6.0-cudnn-devel-ubuntu22.04
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LABEL maintainer="Hugging Face"
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ARG DEBIAN_FRONTEND=noninteractive
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RUN apt update
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RUN apt install -y git libsndfile1-dev tesseract-ocr espeak-ng python3 python3-pip ffmpeg
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RUN python3 -m pip install --no-cache-dir --upgrade pip
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ARG REF=main
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RUN git clone https://github.com/huggingface/transformers && cd transformers && git checkout $REF
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# If set to nothing, will install the latest version
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ARG PYTORCH='2.7.1'
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ARG TORCH_VISION=''
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ARG TORCH_AUDIO=''
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# Example: `cu102`, `cu113`, etc.
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ARG CUDA='cu126'
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RUN python3 -m pip install --no-cache-dir -e ./transformers[dev-torch,testing,video]
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# Install torch stuff after ./transformers[dev-torch,testing,video], otherwise torch may be resolved to a previous
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# version.
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RUN [ ${#PYTORCH} -gt 0 ] && VERSION='torch=='$PYTORCH'.*' || VERSION='torch'; python3 -m pip install --no-cache-dir -U $VERSION --extra-index-url https://download.pytorch.org/whl/$CUDA
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RUN [ ${#TORCH_VISION} -gt 0 ] && VERSION='torchvision=='TORCH_VISION'.*' || VERSION='torchvision'; python3 -m pip install --no-cache-dir -U $VERSION --extra-index-url https://download.pytorch.org/whl/$CUDA
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RUN [ ${#TORCH_AUDIO} -gt 0 ] && VERSION='torchaudio=='TORCH_AUDIO'.*' || VERSION='torchaudio'; python3 -m pip install --no-cache-dir -U $VERSION --extra-index-url https://download.pytorch.org/whl/$CUDA
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RUN python3 -m pip uninstall -y tensorflow flax
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RUN python3 -m pip install --no-cache-dir git+https://github.com/facebookresearch/detectron2.git pytesseract
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RUN python3 -m pip install -U "itsdangerous<2.1.0"
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# `kernels` may give different outputs (within 1e-5 range) even with the same model (weights) and the same inputs
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RUN python3 -m pip uninstall -y kernels
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# When installing in editable mode, `transformers` is not recognized as a package.
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# this line must be added in order for python to be aware of transformers.
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RUN cd transformers && python3 setup.py develop
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