diff --git a/docker-compose.yml b/docker-compose.yml
index efbbc8e24..b849975d0 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -27,7 +27,7 @@ services:
     <<: *base_service
     profiles: ["auto"]
     build: ./services/AUTOMATIC1111
-    image: sd-auto:76
+    image: sd-auto:77
     environment:
       - CLI_ARGS=--allow-code --medvram --xformers --enable-insecure-extension-access --api
 
@@ -42,7 +42,7 @@ services:
     <<: *base_service
     profiles: ["invoke"]
     build: ./services/invoke/
-    image: sd-invoke:30
+    image: sd-invoke:31
     environment:
       - PRELOAD=true
       - CLI_ARGS=--xformers
diff --git a/services/AUTOMATIC1111/Dockerfile b/services/AUTOMATIC1111/Dockerfile
index 0b434332b..6455edd97 100644
--- a/services/AUTOMATIC1111/Dockerfile
+++ b/services/AUTOMATIC1111/Dockerfile
@@ -14,7 +14,7 @@ RUN . /clone.sh generative-models https://github.com/Stability-AI/generative-mod
 RUN . /clone.sh stable-diffusion-webui-assets https://github.com/AUTOMATIC1111/stable-diffusion-webui-assets 6f7db241d2f8ba7457bac5ca9753331f0c266917
 
 
-FROM pytorch/pytorch:2.1.2-cuda12.1-cudnn8-runtime
+FROM pytorch/pytorch:2.3.0-cuda12.1-cudnn8-runtime
 
 ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1
 
@@ -40,7 +40,7 @@ COPY --from=download /repositories/ ${ROOT}/repositories/
 RUN mkdir ${ROOT}/interrogate && cp ${ROOT}/repositories/clip-interrogator/clip_interrogator/data/* ${ROOT}/interrogate
 
 RUN --mount=type=cache,target=/root/.cache/pip \
-  pip install pyngrok xformers==0.0.23.post1 \
+  pip install pyngrok xformers==0.0.26.post1 \
   git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \
   git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \
   git+https://github.com/mlfoundations/open_clip.git@v2.20.0
diff --git a/services/invoke/Dockerfile b/services/invoke/Dockerfile
index 209c368be..21c13ec00 100644
--- a/services/invoke/Dockerfile
+++ b/services/invoke/Dockerfile
@@ -3,7 +3,7 @@ RUN apk add --no-cache aria2
 RUN aria2c -x 5 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/6.0.0/xformers-0.0.21.dev544-cp310-cp310-manylinux2014_x86_64-pytorch201.whl'
 
 
-FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime
+FROM pytorch/pytorch:2.3.0-cuda12.1-cudnn8-runtime
 
 ENV DEBIAN_FRONTEND=noninteractive PIP_EXISTS_ACTION=w PIP_PREFER_BINARY=1