asdyns commited on
Commit
7c33397
1 Parent(s): c520db5
Files changed (3) hide show
  1. Dockerfile +12 -0
  2. app.py +11 -0
  3. requirements.txt +6 -0
Dockerfile CHANGED
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+ FROM python:3.9
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+
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+ WORKDIR /code
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+ COPY ./requirements.txt /code/requirements.txt
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+ RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
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+ RUN useradd -m -u 1000 user
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+ USER user
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+ ENV HOME=/home/user PATH=/home/user/.local/bin:$PATH
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+ WORKDIR $HOME/app
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+ COPY --chown=user . $HOME/app
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+
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+ CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
app.py CHANGED
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+ from fastapi import FASTAPI
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+ from transformers import pipeline
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+
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+ app = FASTAPI()
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+
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+ pipe = pipeline("text2text-generation", model="google/flan-t5-small")
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+
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+ @app.get("/generate")
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+ def generate(text: str):
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+ output = pipe(text)
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+ return {"output": output[0]["generated_text"]}
requirements.txt CHANGED
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+ fastapi==0.74.*
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+ requests==2.27.*
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+ uvicorn[standard]==0.17.*
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+ sentencepiece==0.1.*
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+ torch==1.11.*
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+ transformers==4.*