Create Dockerfile

Dockerfile

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+FROM python:3.9-slim
+ 
+ENV PYTHONUNBUFFERED=1
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PIP_NO_CACHE_DIR=1
+ENV PIP_DISABLE_PIP_VERSION_CHECK=1
+ 
+ENV HF_HOME=/tmp/huggingface_cache
+ENV TRANSFORMERS_CACHE=/tmp/huggingface_cache/transformers
+ENV HF_DATASETS_CACHE=/tmp/huggingface_cache/datasets
+ENV TORCH_HOME=/tmp/torch_cache
+ENV TOKENIZERS_PARALLELISM=false
+ 
+ENV OMP_NUM_THREADS=1
+ENV MKL_NUM_THREADS=1
+ENV OPENBLAS_NUM_THREADS=1
+ 
+RUN apt-get update && apt-get install -y \
+    ffmpeg \
+    libavcodec-extra \
+    espeak-ng \
+    alsa-utils \
+    libasound2-dev \
+    libsndfile1 \
+    cmake \
+    build-essential \
+    pkg-config \
+    gcc \
+    g++ \ 
+    curl \
+    wget \ 
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/* \
+    && rm -rf /tmp/* \
+    && rm -rf /var/tmp/*
+ 
+RUN pip install --no-cache-dir sentencepiece
+
+RUN mkdir -p $HF_HOME $TORCH_HOME && \
+    chmod -R 777 $HF_HOME $TORCH_HOME
+ 
+WORKDIR /code
+ 
+COPY requirements.txt /code/requirements.txt
+ 
+RUN pip install --no-cache-dir sentencepiece\
+    pip install --no-cache-dir --upgrade pip setuptools wheel && \
+    pip install --no-cache-dir torch==2.0.1 torchaudio==2.0.2 --index-url https://download.pytorch.org/whl/cpu && \
+ 
+    pip install --no-cache-dir --upgrade -r /code/requirements.txt && \
+ 
+    pip cache purge && \
+    rm -rf ~/.cache/pip && \
+    rm -rf /tmp/* && \
+    rm -rf /var/tmp/*
+ 
+COPY . /code/
+ 
+RUN useradd --create-home --shell /bin/bash app && \
+    chown -R app:app /code && \
+    chown -R app:app $HF_HOME && \
+    chown -R app:app $TORCH_HOME
+ 
+USER app
+ 
+HEALTHCHECK --interval=30s --timeout=30s --start-period=60s --retries=3 \
+    CMD curl -f http://localhost:7860/health || exit 1
+ 
+EXPOSE 7860
+
+CMD ["python", "-u", "app.py"]