Update Dockerfile

Dockerfile

@@ -1,29 +1,5 @@
-# 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
-
-WORKDIR /code
-
-# Clone the repository
-RUN git clone -b dev https://github.com/camenduru/DiffBIR
-
-# Change the working directory to /content/DiffBIR
-WORKDIR /code/DiffBIR
-
-# Install Python dependencies
-RUN pip install -q einops pytorch_lightning gradio omegaconf xformers==0.0.20 transformers lpips
-
-# Install open_clip from GitHub
-RUN pip install -q git+https://github.com/mlfoundations/open_clip@v2.20.0
-
-# Install aria2
-RUN apt-get update && apt-get install -y aria2
-
-# Download checkpoint files using aria2
-RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lxq007/DiffBIR/resolve/main/general_full_v1.ckpt -d /content/models -o general_full_v1.ckpt
-RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lxq007/DiffBIR/resolve/main/general_swinir_v1.ckpt -d /content/models -o general_swinir_v1.ckpt
-
+# Use an official Python runtime as a parent image
+FROM python:3.8
 
 # Set up a new user named "user" with user ID 1000
 RUN useradd -m -u 1000 user
@@ -38,8 +14,27 @@ ENV HOME=/home/user \
 # Set the working directory to the user's home directory
 WORKDIR $HOME/app
 
-# Copy the current directory contents into the container at $HOME/app setting the owner to the user
-COPY --chown=user . $HOME/app
+# Clone your repository or add your code to the container
+RUN git clone -b dev https://github.com/camenduru/DiffBIR $HOME/app
+
+# Install Python dependencies
+RUN pip install -q einops pytorch_lightning gradio omegaconf xformers==0.0.20 transformers lpips
+
+# Install Hugging Face Transformers library
+RUN pip install transformers
+
+# Install Hugging Face Datasets library (if needed)
+# RUN pip install datasets
+
+# Install other dependencies as required
+
+# Download checkpoint files using aria2
+RUN apt-get update && apt-get install -y aria2
+RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lxq007/DiffBIR/resolve/main/general_full_v1.ckpt -d $HOME/app/models -o general_full_v1.ckpt
+RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lxq007/DiffBIR/resolve/main/general_swinir_v1.ckpt -d $HOME/app/models -o general_swinir_v1.ckpt
+
+# Expose any necessary ports (if your application requires it)
+# EXPOSE 80
 
-# Run the Python script inside the Docker container
-CMD ["python", "gradio_diffbir.py", "--ckpt", "models/general_full_v1.ckpt", "--config", "configs/model/cldm.yaml", "--reload_swinir", "--swinir_ckpt", "models/general_swinir_v1.ckpt"]
+# Define the command to run your application
+CMD ["python", "gradio_diffbir.py", "--ckpt", "$HOME/app/models/general_full_v1.ckpt", "--config", "$HOME/app/DiffBIR/configs/model/cldm.yaml", "--reload_swinir", "--swinir_ckpt", "$HOME/app/models/general_swinir_v1.ckpt"]