137 lines
4.9 KiB
Docker
137 lines
4.9 KiB
Docker
ARG GITHUB_REPOSITORY
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ARG DOCKER_TAG=latest
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FROM ${GITHUB_REPOSITORY}alltalk_tts_environment:${DOCKER_TAG}
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# Argument to choose the model: piper, vits, xtts
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ARG TTS_MODEL="xtts"
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ENV TTS_MODEL=$TTS_MODEL
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ARG DEEPSPEED_VERSION=0.16.2
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ENV DEEPSPEED_VERSION=$DEEPSPEED_VERSION
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ARG ALLTALK_DIR=/opt/alltalk
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ENV GRADIO_SERVER_NAME="0.0.0.0"
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WORKDIR ${ALLTALK_DIR}
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##############################################################################
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# Install python dependencies (cannot use --no-deps because requirements are not complete)
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##############################################################################
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COPY system/config system/config
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COPY system/requirements/requirements_standalone.txt system/requirements/requirements_standalone.txt
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COPY system/requirements/requirements_parler.txt system/requirements/requirements_parler.txt
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ENV PIP_CACHE_DIR=${ALLTALK_DIR}/pip_cache
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RUN <<EOR
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conda activate alltalk
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mkdir ${ALLTALK_DIR}/pip_cache
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pip install --no-cache-dir --cache-dir=${ALLTALK_DIR}/pip_cache -r system/requirements/requirements_standalone.txt
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pip install --no-cache-dir --cache-dir=${ALLTALK_DIR}/pip_cache --upgrade gradio==4.32.2
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# Parler:
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pip install --no-cache-dir --cache-dir=${ALLTALK_DIR}/pip_cache -r system/requirements/requirements_parler.txt
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conda clean --all --force-pkgs-dirs -y && pip cache purge
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EOR
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##############################################################################
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# Install DeepSpeed
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##############################################################################
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RUN mkdir -p /tmp/deepspeed
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COPY docker/deepspeed/build*/*.whl /tmp/deepspeed/
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RUN <<EOR
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DEEPSPEED_WHEEL=$(realpath -q /tmp/deepspeed/*.whl)
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conda activate alltalk
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# Download DeepSpeed wheel if it was not built locally:
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if [ -z "${DEEPSPEED_WHEEL}" ] || [ ! -f $DEEPSPEED_WHEEL ] ; then
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echo "Downloading pre-built DeepSpeed wheel"
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CURL_ERROR=$( { curl --output-dir /tmp/deepspeed -fLO "https://github.com/erew123/alltalk_tts/releases/download/DeepSpeed-for-docker/deepspeed-0.16.2+b344c04d-cp311-cp311-linux_x86_64.whl" ; } 2>&1 )
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if [ $? -ne 0 ] ; then
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echo "Failed to download DeepSpeed: $CURL_ERROR"
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exit 1
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fi
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DEEPSPEED_WHEEL=$(realpath -q /tmp/deepspeed/*.whl)
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fi
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echo "Using precompiled DeepSpeed wheel at ${DEEPSPEED_WHEEL}"
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CFLAGS="-I$CONDA_PREFIX/include/" LDFLAGS="-L$CONDA_PREFIX/lib/" \
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pip install --no-cache-dir ${DEEPSPEED_WHEEL}
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if [ $? -ne 0 ] ; then
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echo "Failed to install pip dependencies: $RESULT"
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exit 1
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fi
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rm ${DEEPSPEED_WHEEL}
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conda clean --all --force-pkgs-dirs -y && pip cache purge
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EOR
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##############################################################################
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# Writing scripts to start alltalk:
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##############################################################################
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RUN <<EOR
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cat << EOF > start_alltalk.sh
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#!/usr/bin/env bash
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source ~/.bashrc
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# Merging config from docker_confignew.json into confignew.json:
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jq -s '.[0] * .[1] * .[2]' confignew.json docker_default_config.json docker_confignew.json > confignew.json.tmp
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mv confignew.json.tmp confignew.json
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conda activate alltalk
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python script.py
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EOF
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cat << EOF > start_finetune.sh
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#!/usr/bin/env bash
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source ~/.bashrc
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export TRAINER_TELEMETRY=0
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conda activate alltalk
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python finetune.py
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EOF
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cat << EOF > start_diagnostics.sh
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#!/usr/bin/env bash
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source ~/.bashrc
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conda activate alltalk
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python diagnostics.py
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EOF
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chmod +x start_alltalk.sh
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chmod +x start_finetune.sh
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chmod +x start_diagnostics.sh
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EOR
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COPY . .
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##############################################################################
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# Create script to execute firstrun.py and run it:
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##############################################################################
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RUN echo $'#!/usr/bin/env bash \n\
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source ~/.bashrc \n\
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conda activate alltalk \n\
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python ./system/config/firstrun.py $@' > ./start_firstrun.sh
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RUN chmod +x start_firstrun.sh
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RUN ./start_firstrun.sh --tts_model $TTS_MODEL
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RUN mkdir -p ${ALLTALK_DIR}/outputs
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RUN mkdir -p /root/.triton/autotune
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##############################################################################
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# Enable deepspeed for all models:
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##############################################################################
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RUN find . -name model_settings.json -exec sed -i -e 's/"deepspeed_enabled": false/"deepspeed_enabled": true/g' {} \;
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##############################################################################
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# Download all RVC models:
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##############################################################################
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RUN <<EOR
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jq -r '.[]' system/tts_engines/rvc_files.json > /tmp/rvc_files.txt
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xargs -n 1 curl --create-dirs --output-dir models/rvc_base -LO < /tmp/rvc_files.txt
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rm -f /tmp/rvc_files.txt
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EOR
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##############################################################################
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# Start alltalk:
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##############################################################################
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ENTRYPOINT ["sh", "-c", "./start_alltalk.sh"]
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