diff --git a/label_studio_ml/examples/segment_anything_model/Dockerfile b/label_studio_ml/examples/segment_anything_model/Dockerfile
index e660289e..4185a8ba 100644
--- a/label_studio_ml/examples/segment_anything_model/Dockerfile
+++ b/label_studio_ml/examples/segment_anything_model/Dockerfile
@@ -1,4 +1,3 @@
-# syntax=docker/dockerfile:1
 ARG PYTHON_VERSION=3.10
 
 FROM python:${PYTHON_VERSION}-slim AS python-base
@@ -34,8 +33,8 @@ RUN bash /app/download_models.sh
 COPY requirements-base.txt .
 RUN --mount=type=cache,target=${PIP_CACHE_DIR},sharing=locked \
     pip install --upgrade pip && \
-    pip install -r requirements-base.txt
-
+    pip install gunicorn==22.0.0 pillow==10.3.0 && \
+    pip install --no-deps "label-studio-ml @ git+https://github.com/HumanSignal/label-studio-ml-backend.git"
 # install custom requirements
 COPY requirements.txt .
 RUN --mount=type=cache,target=${PIP_CACHE_DIR},sharing=locked \
diff --git a/label_studio_ml/examples/segment_anything_model/data/server/models/cache.db b/label_studio_ml/examples/segment_anything_model/data/server/models/cache.db
new file mode 100644
index 00000000..cdef091c
Binary files /dev/null and b/label_studio_ml/examples/segment_anything_model/data/server/models/cache.db differ
diff --git a/label_studio_ml/examples/segment_anything_model/docker-compose.yml b/label_studio_ml/examples/segment_anything_model/docker-compose.yml
index d5f5aecb..970e2804 100644
--- a/label_studio_ml/examples/segment_anything_model/docker-compose.yml
+++ b/label_studio_ml/examples/segment_anything_model/docker-compose.yml
@@ -17,16 +17,16 @@ services:
         reservations:
             memory: 4G
 # Add this to pass through 1 GPU 
-#            devices:
-#              - driver: nvidia
-#                count: 1
-#                capabilities: [gpu]
+            devices:
+              - driver: nvidia
+                count: 1
+                capabilities: [gpu]
     environment:
       # specify these parameters if you want to use basic auth for the model server
       - BASIC_AUTH_USER=
       - BASIC_AUTH_PASS=
       # Change this to your model name: MobileSAM or SAM
-      - SAM_CHOICE=MobileSAM
+      - SAM_CHOICE=SAM
       - LOG_LEVEL=DEBUG
       # Enable this to use the GPU
       # - NVIDIA_VISIBLE_DEVICES=all
@@ -41,8 +41,8 @@ services:
       # Do not use 'localhost' as it does not work within Docker containers.
       # Use prefix 'http://' or 'https://' for the URL always.
       # Determine the actual IP using 'ifconfig' (Linux/Mac) or 'ipconfig' (Windows).
-      - LABEL_STUDIO_HOST=
-      - LABEL_STUDIO_ACCESS_TOKEN=
+      - LABEL_STUDIO_HOST=http://192.168.110.208:8080
+      - LABEL_STUDIO_ACCESS_TOKEN=9c65451a1335c0977d62978df63b6d42c5c5f86c
 
     ports:
       - 9090:9090
diff --git a/label_studio_ml/examples/segment_anything_model/requirements-base.txt b/label_studio_ml/examples/segment_anything_model/requirements-base.txt
index 68ce357c..3bdc66fa 100644
--- a/label_studio_ml/examples/segment_anything_model/requirements-base.txt
+++ b/label_studio_ml/examples/segment_anything_model/requirements-base.txt
@@ -1,2 +1,5 @@
 gunicorn==22.0.0
-label-studio-ml @ git+https://github.com/HumanSignal/label-studio-ml-backend.git
\ No newline at end of file
+# 安装时禁用依赖解析，防止自动装 pillow 和 label-studio-sdk
+label-studio-ml @ git+https://github.com/HumanSignal/label-studio-ml-backend.git
+pillow==10.3.0
+flask>=2.3,<3.2
diff --git a/label_studio_ml/examples/segment_anything_model/requirements.txt b/label_studio_ml/examples/segment_anything_model/requirements.txt
index 84129332..aa8bdd0c 100644
--- a/label_studio_ml/examples/segment_anything_model/requirements.txt
+++ b/label_studio_ml/examples/segment_anything_model/requirements.txt
@@ -7,9 +7,14 @@ torchvision==0.15.2
 gunicorn==22.0.0
 rq==1.10.1
 timm==0.4.12
+flask>=2.3,<3.2
+pydantic
 
 segment_anything @ git+https://github.com/facebookresearch/segment-anything.git
 mobile-sam @ git+https://github.com/ChaoningZhang/MobileSAM.git
-label-studio-ml @ git+https://github.com/heartexlabs/label-studio-ml-backend.git
 
 numpy<2
+
+label-studio-sdk @ git+https://github.com/HumanSignal/label-studio-sdk.git
+colorama
+semver