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FROM python:3.8-slim
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#
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ENV PYTHONUNBUFFERED=1 \
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DEBIAN_FRONTEND=noninteractive \
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PIP_NO_CACHE_DIR=1
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#
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RUN apt-get update && apt-get install -y --no-install-recommends \
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build-essential \
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libopenblas-dev \
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git \
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curl \
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cmake \
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&& rm -rf /var/lib/apt/lists/*
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COPY requirements.txt .
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RUN pip install --upgrade pip setuptools wheel && \
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pip install torch==2.2.1 --index-url https://download.pytorch.org/whl/cpu && \
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pip install
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pip install
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WORKDIR /app
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COPY . /app
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# 4. Create necessary directories
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RUN mkdir -p /app/checkpoints /app/logs
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CMD ["python", "train.py"]
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FROM python:3.8-slim
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# Set environment variables
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ENV PYTHONUNBUFFERED=1 \
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DEBIAN_FRONTEND=noninteractive \
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PIP_NO_CACHE_DIR=1
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# Install system dependencies
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RUN apt-get update && apt-get install -y --no-install-recommends \
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build-essential \
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libopenblas-dev \
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git \
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curl \
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cmake \
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g++ \
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make \
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&& rm -rf /var/lib/apt/lists/*
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# Install Python packages in optimal order
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COPY requirements.txt .
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RUN pip install --upgrade pip setuptools wheel && \
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pip install torch==2.2.1 --index-url https://download.pytorch.org/whl/cpu && \
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pip install ninja==1.11.1 && \
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pip install transformers==4.38.2 && \
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pip install accelerate==0.27.2 && \
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pip install deepspeed==0.13.1 && \
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pip install datasets==2.18.0 && \
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pip install huggingface_hub==0.20.3 && \
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pip install unsloth==0.2.0 && \
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pip install vllm==0.3.0 --no-deps && \
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pip install fastapi==0.109.1 uvicorn==0.27.0
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WORKDIR /app
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COPY . /app
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RUN mkdir -p /app/checkpoints /app/logs
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CMD ["python", "train.py"]
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