change docker

Dockerfile

@@ -9,8 +9,18 @@ COPY ./requirements.txt /code/requirements.txt
 
 RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
-COPY . .
+# Set up a new user named "user" with user ID 1000
+RUN useradd -m -u 1000 user
+# Switch to the "user" user
+USER user
+# Set home to the user's home directory
+ENV HOME=/home/user \
+	PATH=/home/user/.local/bin:$PATH
 
-ENV HF_HOME="model/transformers_cache"
+# Set the working directory to the user's home directory
+WORKDIR $HOME/app
 
-CMD ["gunicorn", "-b", "0.0.0.0:7860", "main:app"]
+# Copy the current directory contents into the container at $HOME/app setting the owner to the user
+COPY --chown=user . $HOME/app
+
+CMD ["gunicorn", "-b", "0.0.0.0:7860", "main:app"]

model.py

@@ -1,10 +1,5 @@
 from transformers import AutoTokenizer, AutoModel
 import torch
-import os
-
-os.environ['HF_HOME'] = 'model/'
-os.environ['TRANSFORMERS_CACHE'] = 'model/transformers_cache'
-os.environ['HUGGINGFACE_HUB_CACHE'] = 'model/transformers_cache'
 
 
 class CrossEncoderBert(torch.nn.Module):