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feat: migrate python backends from conda to uv (#2215)
* feat: migrate diffusers backend from conda to uv
- replace conda with UV for diffusers install (prototype for all
extras backends)
- add ability to build docker with one/some/all extras backends
instead of all or nothing
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate autogtpq bark coqui from conda to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: convert exllama over to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate exllama2 to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate mamba to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate parler to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate petals to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: fix tests
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate rerankers to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate sentencetransformers to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: install uv for tests-linux
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: make sure file exists before installing on intel images
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate transformers backend to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate transformers-musicgen to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate vall-e-x to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate vllm to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add uv install to the rest of test-extra.yml
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: adjust file perms on all install/run/test scripts
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add missing acclerate dependencies
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add some more missing dependencies to python backends
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: parler tests venv py dir fix
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: correct filename for transformers-musicgen tests
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: adjust the pwd for valle tests
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: cleanup and optimization work for uv migration
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add setuptools to requirements-install for mamba
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: more size optimization work
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: make installs and tests more consistent, cleanup some deps
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: cleanup
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: mamba backend is cublas only
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: uncomment lines in makefile
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
---------
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
This commit is contained in:
cryptk
GitHub
parent
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commit
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101 changed files with 988 additions and 740 deletions
113
Dockerfile
113
Dockerfile
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@ -76,26 +76,16 @@ RUN test -n "$TARGETARCH" \
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# The requirements-extras target is for any builds with IMAGE_TYPE=extras. It should not be placed in this target unless every IMAGE_TYPE=extras build will use it
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FROM requirements-core AS requirements-extras
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RUN apt-get update && \
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apt-get install -y --no-install-recommends gpg && \
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curl https://repo.anaconda.com/pkgs/misc/gpgkeys/anaconda.asc | gpg --dearmor > conda.gpg && \
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install -o root -g root -m 644 conda.gpg /usr/share/keyrings/conda-archive-keyring.gpg && \
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gpg --keyring /usr/share/keyrings/conda-archive-keyring.gpg --no-default-keyring --fingerprint 34161F5BF5EB1D4BFBBB8F0A8AEB4F8B29D82806 && \
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echo "deb [arch=amd64 signed-by=/usr/share/keyrings/conda-archive-keyring.gpg] https://repo.anaconda.com/pkgs/misc/debrepo/conda stable main" > /etc/apt/sources.list.d/conda.list && \
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echo "deb [arch=amd64 signed-by=/usr/share/keyrings/conda-archive-keyring.gpg] https://repo.anaconda.com/pkgs/misc/debrepo/conda stable main" | tee -a /etc/apt/sources.list.d/conda.list && \
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apt-get update && \
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apt-get install -y --no-install-recommends \
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conda && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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RUN curl -LsSf https://astral.sh/uv/install.sh | sh
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ENV PATH="/root/.cargo/bin:${PATH}"
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RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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espeak-ng \
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espeak && \
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espeak \
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python3-dev \
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python3-venv && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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@ -246,6 +236,7 @@ ARG FFMPEG
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ARG BUILD_TYPE
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ARG TARGETARCH
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ARG IMAGE_TYPE=extras
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ARG EXTRA_BACKENDS
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ARG MAKEFLAGS
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ENV BUILD_TYPE=${BUILD_TYPE}
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@ -257,7 +248,6 @@ ARG CUDA_MAJOR_VERSION=11
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ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
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ENV NVIDIA_REQUIRE_CUDA="cuda>=${CUDA_MAJOR_VERSION}.0"
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ENV NVIDIA_VISIBLE_DEVICES=all
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ENV PIP_CACHE_PURGE=true
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# Add FFmpeg
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RUN if [ "${FFMPEG}" = "true" ]; then \
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@ -290,51 +280,58 @@ COPY --from=builder /build/sources/go-piper/piper-phonemize/pi/lib/* /usr/lib/
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# do not let stablediffusion rebuild (requires an older version of absl)
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COPY --from=builder /build/backend-assets/grpc/stablediffusion ./backend-assets/grpc/stablediffusion
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## Duplicated from Makefile to avoid having a big layer that's hard to push
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/autogptq \
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# Change the shell to bash so we can use [[ tests below
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SHELL ["/bin/bash", "-c"]
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# We try to strike a balance between individual layer size (as that affects total push time) and total image size
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# Splitting the backends into more groups with fewer items results in a larger image, but a smaller size for the largest layer
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# Splitting the backends into fewer groups with more items results in a smaller image, but a larger size for the largest layer
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RUN if [[ ( "${EXTRA_BACKENDS}" =~ "coqui" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/coqui \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "parler-tts" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/parler-tts \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "diffusers" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/diffusers \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "transformers-musicgen" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/transformers-musicgen \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "exllama1" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/exllama \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/bark \
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RUN if [[ ( "${EXTRA_BACKENDS}" =~ "vall-e-x" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/vall-e-x \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "petals" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/petals \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "sentencetransformers" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/sentencetransformers \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "exllama2" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/exllama2 \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "transformers" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/transformers \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/diffusers \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/vllm \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/mamba \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/sentencetransformers \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/rerankers \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/transformers \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/vall-e-x \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/exllama \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/exllama2 \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/petals \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/transformers-musicgen \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/parler-tts \
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; fi
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RUN if [ "${IMAGE_TYPE}" = "extras" ]; then \
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make -C backend/python/coqui \
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RUN if [[ ( "${EXTRA_BACKENDS}" =~ "vllm" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/vllm \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "autogptq" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/autogptq \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "bark" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/bark \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "rerankers" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/rerankers \
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; fi && \
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if [[ ( "${EXTRA_BACKENDS}" =~ "mamba" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
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make -C backend/python/mamba \
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; fi
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# Make sure the models directory exists
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