diff --git a/docker/build/x86_64/Dockerfile-CUDA b/docker/build/x86_64/Dockerfile-CUDA
index 616e83a42..bdd82a18f 100644
--- a/docker/build/x86_64/Dockerfile-CUDA
+++ b/docker/build/x86_64/Dockerfile-CUDA
@@ -1,4 +1,5 @@
 # This dockerfile should be built with `make docker-cuda-build` from the stash root.
+ARG CUDA_VERSION=12.8.0
 
 # Build Frontend
 FROM node:20-alpine AS frontend
@@ -34,19 +35,26 @@ ARG STASH_VERSION
 RUN make flags-release flags-pie stash
 
 # Final Runnable Image
-FROM nvidia/cuda:12.0.1-base-ubuntu22.04
-RUN apt update && apt upgrade -y && apt install -y ca-certificates libvips-tools ffmpeg wget intel-media-va-driver-non-free vainfo
-RUN rm -rf /var/lib/apt/lists/*
-COPY --from=backend /stash/stash /usr/bin/
+FROM nvidia/cuda:${CUDA_VERSION}-base-ubuntu24.04
+RUN apt update && apt upgrade -y && apt install -y \
+    # stash dependencies
+    ca-certificates libvips-tools ffmpeg \
+    # intel dependencies
+    intel-media-va-driver-non-free vainfo \
+    # python tools
+    python3 python3-pip && \
+  # cleanup
+  apt autoremove -y && apt clean && \
+  rm -rf /var/lib/apt/lists/*
+COPY --from=backend --chmod=555 /stash/stash /usr/bin/
 
 # NVENC Patch
 RUN mkdir -p /usr/local/bin /patched-lib
-RUN wget https://raw.githubusercontent.com/keylase/nvidia-patch/master/patch.sh -O /usr/local/bin/patch.sh
-RUN wget https://raw.githubusercontent.com/keylase/nvidia-patch/master/docker-entrypoint.sh -O /usr/local/bin/docker-entrypoint.sh
-RUN chmod +x /usr/local/bin/patch.sh /usr/local/bin/docker-entrypoint.sh /usr/bin/stash
+ADD --chmod=555 https://raw.githubusercontent.com/keylase/nvidia-patch/master/patch.sh /usr/local/bin/patch.sh
+ADD --chmod=555 https://raw.githubusercontent.com/keylase/nvidia-patch/master/docker-entrypoint.sh /usr/local/bin/docker-entrypoint.sh
 
-ENV LANG C.UTF-8
-ENV NVIDIA_VISIBLE_DEVICES all
+ENV LANG=C.UTF-8
+ENV NVIDIA_VISIBLE_DEVICES=all
 ENV NVIDIA_DRIVER_CAPABILITIES=video,utility
 ENV STASH_CONFIG_FILE=/root/.stash/config.yml
 EXPOSE 9999