diff --git a/docker/TensorRT-LLM/Dockerfile b/docker/TensorRT-LLM/Dockerfile
index 3c989d79..f9d4dc1c 100644
--- a/docker/TensorRT-LLM/Dockerfile
+++ b/docker/TensorRT-LLM/Dockerfile
@@ -1,27 +1,24 @@
-FROM pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime
+FROM nvidia/cuda:13.0.1-cudnn-runtime-ubuntu24.04
 
-# Install Git
-RUN apt update && apt install -y git
-
-# System-wide TensorRT-LLM requirements
-RUN apt install -y openmpi-bin libopenmpi-dev
+# Install Python 3.12, Git, and OpenMPI
+RUN apt update && apt install -y python3.12 python3-pip git build-essential openmpi-bin libopenmpi-dev
 
 # Set the working directory
 WORKDIR /app
 
-# Install text-generation-webui
-RUN git clone https://github.com/oobabooga/text-generation-webui
-WORKDIR /app/text-generation-webui
-RUN pip install -r requirements/full/requirements.txt
-
 # This is needed to avoid an error about "Failed to build mpi4py" in the next command
 ENV LD_LIBRARY_PATH=/usr/lib/x86_64-linux-gnu:$LD_LIBRARY_PATH
 
+# Install text-generation-webui
+RUN git clone https://github.com/oobabooga/text-generation-webui
+WORKDIR /app/text-generation-webui
+RUN pip install --break-system-packages -r requirements/full/requirements.txt
+
 # Install TensorRT-LLM
-RUN pip3 install tensorrt_llm==1.1.0 -U --extra-index-url https://pypi.nvidia.com
+RUN pip3 install --break-system-packages tensorrt_llm==1.1.0 --extra-index-url https://pypi.nvidia.com
 
 # Expose the necessary port for the Python server
 EXPOSE 7860 5000
 
 # Run the Python server.py script with the specified command
-CMD ["python", "server.py", "--api", "--listen"]
+CMD ["python3", "server.py", "--api", "--listen"]