diff --git a/docker-compose.yml b/docker-compose.yml
index 2c33cd9..4d2c834 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -29,7 +29,7 @@ services:
     <<: *base_service
     profiles: ["auto"]
     build: ./services/AUTOMATIC1111
-    image: sd-auto:59
+    image: sd-auto:62
     environment:
       - CLI_ARGS=${WEBUI_ARGS:---allow-code --medvram --xformers --enable-insecure-extension-access --api}
 
diff --git a/services/AUTOMATIC1111/Dockerfile b/services/AUTOMATIC1111/Dockerfile
index 6ef8fda..55a049b 100644
--- a/services/AUTOMATIC1111/Dockerfile
+++ b/services/AUTOMATIC1111/Dockerfile
@@ -30,7 +30,7 @@ RUN --mount=type=cache,target=/var/cache/apt \
   # we need those
   apt-get install -y fonts-dejavu-core rsync git jq moreutils aria2 \
   # extensions needs those
-  ffmpeg libglfw3-dev libgles2-mesa-dev pkg-config libcairo2 libcairo2-dev
+  ffmpeg libglfw3-dev libgles2-mesa-dev pkg-config libcairo2 libcairo2-dev build-essential
 
 
 RUN --mount=type=cache,target=/cache --mount=type=cache,target=/root/.cache/pip \
@@ -71,7 +71,7 @@ RUN --mount=type=cache,target=/root/.cache/pip \
 RUN apt-get -y install libgoogle-perftools-dev && apt-get clean
 ENV LD_PRELOAD=libtcmalloc.so
 
-ARG SHA=20ae71faa8ef035c31aa3a410b707d792c8203a3
+ARG SHA=394ffa7b0a7fff3ec484bcd084e673a8b301ccc8
 RUN --mount=type=cache,target=/root/.cache/pip \
   cd stable-diffusion-webui && \
   git fetch && \
diff --git a/services/AUTOMATIC1111/entrypoint.sh b/services/AUTOMATIC1111/entrypoint.sh
index 095c2d1..5cdaacf 100755
--- a/services/AUTOMATIC1111/entrypoint.sh
+++ b/services/AUTOMATIC1111/entrypoint.sh
@@ -20,6 +20,8 @@ if [ ! -f /data/config/auto/styles.csv ]; then
 fi
 
 # copy models from original models folder
+mkdir -p /data/models/VAE-approx/ /data/models/karlo/
+
 rsync -a --info=NAME ${ROOT}/models/VAE-approx/ /data/models/VAE-approx/
 rsync -a --info=NAME ${ROOT}/models/karlo/ /data/models/karlo/
 
@@ -57,9 +59,10 @@ chown -R root ~/.cache/
 chmod 766 ~/.cache/
 
 shopt -s nullglob
-list=(./extensions/*/requirements.txt)
-for req in "${list[@]}"; do
-  pip install -r "$req"
+# For install.py, please refer to https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Developing-extensions#installpy
+list=(./extensions/*/install.py)
+for installscript in "${list[@]}"; do
+  PYTHONPATH=${ROOT} python "$installscript"
 done
 
 if [ -f "/data/config/auto/startup.sh" ]; then