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+FROM pytorch/pytorch:2.6.0-cuda12.6-cudnn9-devel
+
+WORKDIR /app
+
+RUN apt-get update && apt-get install -y git ffmpeg libsndfile1 build-essential && rm -rf /var/lib/apt/lists/*
+
+RUN pip install --no-cache-dir \
+    transformers einops loguru ormsgpack hydra-core omegaconf safetensors \
+    soundfile datasets huggingface_hub tiktoken loralib pyrootutils natsort \
+    librosa rich resampy pydub cachetools silero-vad descript-audio-codec \
+    lightning zstandard opencc-python-reimplemented einx torchaudio
+
+RUN git clone --depth 1 https://github.com/fishaudio/fish-speech.git /app/fish-speech && \
+    cd /app/fish-speech && pip install --no-deps -e .
+
+COPY gen_samples.py /app/gen_samples.py
+COPY reference/ /app/reference/
+
+ENV PYTHONPATH=/app/fish-speech:$PYTHONPATH
+ENV TOKENIZERS_PARALLELISM=false
+ENV MPLCONFIGDIR=/tmp/matplotlib
+
+CMD ["python", "/app/gen_samples.py"]