first commit

Dockerfile

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+# Read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
+# you will also find guides on how best to write your Dockerfile
+
+FROM python:3.9
+
+RUN useradd -m -u 1000 user
+USER user
+ENV PATH="/home/user/.local/bin:$PATH"
+
+WORKDIR /app
+
+COPY --chown=user ./requirements.txt requirements.txt
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+COPY --chown=user . /app
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
+

app.py

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+from transformers import pipeline
+from fastapi import FastAPI
+
+app = FastAPI()
+classifier = pipeline("text-classification", model="KeivanR/Qwen2.5-1.5B-Instruct-MLB-clf_lora-1743189446")
+
+@app.post("/predict")
+def predict(text: str):
+    return classifier(text)

requirements.txt

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+fastapi
+uvicorn[standard]