diff --git a/docker-compose.yml b/docker-compose.yml
index 9c88e49..2645dad 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -27,7 +27,7 @@ services:
     <<: *base_service
     profiles: ["auto"]
     build: ./services/AUTOMATIC1111
-    image: sd-auto:23
+    image: sd-auto:24
     environment:
       - CLI_ARGS=--allow-code --medvram --xformers --enable-insecure-extension-access --api
 
diff --git a/services/AUTOMATIC1111/Dockerfile b/services/AUTOMATIC1111/Dockerfile
index ab53581..ada957c 100644
--- a/services/AUTOMATIC1111/Dockerfile
+++ b/services/AUTOMATIC1111/Dockerfile
@@ -26,7 +26,7 @@ RUN . /clone.sh clip-interrogator https://github.com/pharmapsychotic/clip-interr
 
 FROM alpine:3 as xformers
 RUN apk add aria2
-RUN aria2c -x 10 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/3.1.0/xformers-0.0.15.dev0+4e3631d.d20221125-cp310-cp310-linux_x86_64.whl'
+RUN aria2c -x 5 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/4.0.0/xformers-0.0.16rc393-cp310-cp310-manylinux2014_x86_64.whl'
 
 FROM python:3.10-slim
 
@@ -46,10 +46,9 @@ git reset --hard 98947d173e3f1667eba29c904f681047dea9de90
 pip install -r requirements_versions.txt
 EOF
 
-
-COPY --from=xformers /wheel.whl xformers-0.0.15-cp310-cp310-linux_x86_64.whl
-RUN pip install xformers-0.0.15-cp310-cp310-linux_x86_64.whl && rm xformers-0.0.15-cp310-cp310-linux_x86_64.whl
-
+RUN --mount=type=cache,target=/root/.cache/pip  \
+  --mount=type=bind,from=xformers,source=/wheel.whl,target=/xformers-0.0.15-cp310-cp310-linux_x86_64.whl \
+  pip install triton /xformers-0.0.15-cp310-cp310-linux_x86_64.whl
 
 ENV ROOT=/stable-diffusion-webui
 
@@ -78,7 +77,7 @@ pip install -r requirements_versions.txt
 EOF
 
 RUN --mount=type=cache,target=/root/.cache/pip \
-  pip install opencv-python-headless transformers==4.24
+  pip install -U opencv-python-headless transformers>=4.24
 
 COPY . /docker