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LLaMA-Factory-310P3/Dockerfile

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Add dockerize support Already tested with the model of Qwen:1.8B and the dataset of alpaca_data_zh. Some python libraries are added to the Dockerfile as a result of the exception messages displayed throughout test procedure.
2024-03-08 10:47:28 +08:00
FROM cnstark/pytorch:2.0.1-py3.9.17-cuda11.8.0-ubuntu20.04
WORKDIR /app
COPY requirements.txt /app/
improve Docker build and runtime parameters Modify installation method of extra python library. Utilize shared memory of the host machine to increase training performance.
2024-03-12 14:05:10 +08:00
RUN pip install -r requirements.txt
Add dockerize support Already tested with the model of Qwen:1.8B and the dataset of alpaca_data_zh. Some python libraries are added to the Dockerfile as a result of the exception messages displayed throughout test procedure.
2024-03-08 10:47:28 +08:00
COPY . /app/
improve Docker build and runtime parameters Modify installation method of extra python library. Utilize shared memory of the host machine to increase training performance.
2024-03-12 14:05:10 +08:00
RUN pip install -e .[deepspeed,metrics,bitsandbytes,qwen]
Add dockerize support Already tested with the model of Qwen:1.8B and the dataset of alpaca_data_zh. Some python libraries are added to the Dockerfile as a result of the exception messages displayed throughout test procedure.
2024-03-08 10:47:28 +08:00
VOLUME [ "/root/.cache/huggingface/", "/app/data", "/app/output" ]
EXPOSE 7860
CMD [ "python", "src/train_web.py" ]