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immich/machine-learning/export/Dockerfile
Mert 87a0ba3db3
feat(ml): export clip models to ONNX and host models on Hugging Face (#4700)
* export clip models

* export to hf

refactored export code

* export mclip, general refactoring

cleanup

* updated conda deps

* do transforms with pillow and numpy, add tokenization config to export, general refactoring

* moved conda dockerfile, re-added poetry

* minor fixes

* updated link

* updated tests

* removed `requirements.txt` from workflow

* fixed mimalloc path

* removed torchvision

* cleaner np typing

* review suggestions

* update default model name

* update test
2023-10-31 05:02:04 -05:00

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611 B
Docker

FROM mambaorg/micromamba:bookworm-slim as builder
ENV NODE_ENV=production \
TRANSFORMERS_CACHE=/cache \
PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
PATH="/opt/venv/bin:$PATH" \
PYTHONPATH=/usr/src
COPY --chown=$MAMBA_USER:$MAMBA_USER conda-lock.yml /tmp/conda-lock.yml
RUN micromamba install -y -n base -f /tmp/conda-lock.yml && \
micromamba remove -y -n base cxx-compiler && \
micromamba clean --all --yes
WORKDIR /usr/src/app
COPY --chown=$MAMBA_USER:$MAMBA_USER start.sh .
COPY --chown=$MAMBA_USER:$MAMBA_USER app .
ENTRYPOINT ["/usr/local/bin/_entrypoint.sh"]
CMD ["./start.sh"]