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@@ -1,24 +1,24 @@
 FROM python:3.12-slim
 
+# Enable HF transfer for faster downloads
+ENV HF_HUB_ENABLE_HF_TRANSFER=1
+
+# Install uv and dependencies as root (to system site-packages)
+RUN pip install --no-cache-dir uv
+COPY requirements.txt /tmp/requirements.txt
+RUN uv pip install --system --no-cache -r /tmp/requirements.txt
+
 # Create non-root user (HF Spaces runs as user ID 1000)
 RUN useradd -m -u 1000 user
 USER user
 
 # Set home and path
 ENV HOME=/home/user \
-    PATH=/home/user/.local/bin:$PATH \
-    HF_HUB_ENABLE_HF_TRANSFER=1
+    PATH=/home/user/.local/bin:$PATH
 
 WORKDIR $HOME/app
 
-# Install uv for fast dependency management
-RUN pip install --no-cache-dir --upgrade pip uv
-
-# Copy and install dependencies
-COPY --chown=user requirements.txt .
-RUN uv pip install --no-cache -r requirements.txt
-
-# Copy application
+# Copy application (as user)
 COPY --chown=user . .
 
 # Create data directory for dataset download