fix: remove build-time model download — HF secrets unavailable at build time
Browse files- Dockerfile +6 -25
Dockerfile
CHANGED
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@@ -1,7 +1,5 @@
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FROM python:3.11-slim
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# HuggingFace Spaces runs as a non-root user
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RUN useradd -m -u 1000 user
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WORKDIR /app
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RUN apt-get update && apt-get install -y --no-install-recommends \
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@@ -9,42 +7,25 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
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&& rm -rf /var/lib/apt/lists/*
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# Python deps
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COPY
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RUN pip install --no-cache-dir -r requirements.txt
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# App source
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COPY
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# ---------------------------------------------------------------------------
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#
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#
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# On HuggingFace Spaces, set HF_TOKEN as a Space secret.
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# ---------------------------------------------------------------------------
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ARG HF_TOKEN=""
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ENV MODEL_ID=gsstec/LFM2-700M
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ENV HF_HOME=/app/model_cache
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ENV TRANSFORMERS_CACHE=/app/model_cache
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ENV HF_HUB_DISABLE_PROGRESS_BARS=1
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-
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python - <<'EOF'
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from transformers import AutoModelForCausalLM, AutoTokenizer
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import os
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model_id = os.environ["MODEL_ID"]
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token = os.environ.get("HF_TOKEN") or None
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print(f"Pre-downloading {model_id} (authenticated={bool(token)}) ...")
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AutoTokenizer.from_pretrained(model_id, token=token, clean_up_tokenization_spaces=False)
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AutoModelForCausalLM.from_pretrained(model_id, token=token, device_map="cpu")
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print("Done.")
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EOF
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RUN chown -R user:user /app/model_cache
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-
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USER user
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EXPOSE 7860
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# python app.py — model loads at module level, then uvicorn starts in the same process
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# No forking, no workers — model is guaranteed loaded before first request
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CMD ["python", "app.py"]
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FROM python:3.11-slim
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WORKDIR /app
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RUN apt-get update && apt-get install -y --no-install-recommends \
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&& rm -rf /var/lib/apt/lists/*
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# Python deps
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COPY requirements.txt ./
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RUN pip install --no-cache-dir -r requirements.txt
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# App source
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COPY . .
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# ---------------------------------------------------------------------------
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# Runtime environment — model is downloaded on first startup using HF_TOKEN
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# secret set in Space settings (Spaces secrets are NOT available at build time)
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# ---------------------------------------------------------------------------
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ENV MODEL_ID=gsstec/LFM2-700M
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ENV HF_HOME=/app/model_cache
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ENV TRANSFORMERS_CACHE=/app/model_cache
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ENV HF_HUB_DISABLE_PROGRESS_BARS=1
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# HuggingFace Spaces runs as uid 1000
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RUN useradd -m -u 1000 user && chown -R user /app
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USER user
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EXPOSE 7860
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CMD ["python", "app.py"]
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