Update Dockerfile

Dockerfile

@@ -1,17 +1,23 @@
-# Use Hugging Face's transformers image as the base image
-FROM transformers:4.11.3-gpu
+# Use NVIDIA CUDA base image
+FROM nvidia/cuda:11.4.1-cudnn8-devel-ubuntu20.04
 
-# Set the working directory in the container
+# Set the working directory
 WORKDIR /code
 
 # Copy the requirements file
 COPY ./requirements.txt /code/requirements.txt
 
-# Install additional dependencies
+# Install required dependencies, including CUDA toolkit
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+    cuda-toolkit-11-4 && \
+    rm -rf /var/lib/apt/lists/*
+
+# Install Python dependencies
 RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
-# Copy the application files to the container
+# Copy the rest of the application code
 COPY . .
 
-# Specify the command to run on container start
+# Specify the default command to run on container start
 CMD ["python", "caption_api.py", "--host", "0.0.0.0", "--port", "7860"]