diff --git a/app/core/config.py b/app/core/config.py
index 405f5f8..0a8c0bf 100644
--- a/app/core/config.py
+++ b/app/core/config.py
@@ -87,6 +87,11 @@ def similarity_threshold(self) -> float:
         """声纹相似度阈值"""
         return self.voiceprint.get("similarity_threshold", 0.2)
 
+    @property
+    def model_id(self)-> str:
+        """模型ID"""
+        return self.voiceprint.get("model_id","iic/speech_campplus_sv_zh-cn_3dspeaker_16k")
+
     @property
     def target_sample_rate(self) -> int:
         """目标音频采样率"""
diff --git a/app/services/voiceprint_service.py b/app/services/voiceprint_service.py
index afdcfb8..d071939 100644
--- a/app/services/voiceprint_service.py
+++ b/app/services/voiceprint_service.py
@@ -19,6 +19,7 @@ class VoiceprintService:
     def __init__(self):
         self._pipeline = None
         self.similarity_threshold = settings.similarity_threshold
+        self.model_id = settings.model_id
         self._pipeline_lock = threading.Lock()  # 添加线程锁
         self._init_pipeline()
         self._warmup_model()  # 添加模型预热
@@ -37,10 +38,10 @@ def _init_pipeline(self) -> None:
                 device = "cpu"
                 logger.info("使用CPU设备")
 
-            logger.info("开始加载模型: iic/speech_campplus_sv_zh-cn_3dspeaker_16k")
+            logger.info(f"开始加载模型: {self.model_id}")
             self._pipeline = pipeline(
                 task=Tasks.speaker_verification,
-                model="iic/speech_campplus_sv_zh-cn_3dspeaker_16k",
+                model=self.model_id,
                 device=device,
             )
 
diff --git a/docker-compose.yml b/docker-compose.yml
index 28a5e76..0f1e92d 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -18,5 +18,12 @@ services:
     volumes:
       # 配置文件目录
       - ./data:/app/data
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: all
+              capabilities: [gpu]
 networks:
   default:
diff --git a/requirements.txt b/requirements.txt
index 82cbf26..a38b6cf 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,17 +1,21 @@
-modelscope==1.13.0
-datasets==2.14.5
-numpy==1.23.5
-packaging==21.3
+modelscope==1.26.0
+datasets==3.2.0
+numpy==1.26.4
+packaging==24.1
 addict==2.4.0
 transformers==4.52.4
-torch==2.2.2
+torch==2.6.0
 sentencepiece==0.2.0
 soundfile==0.13.1
-torchaudio==2.2.2
+torchaudio==2.6.0
 pyyaml==6.0.1
 fastapi==0.110.2
 uvicorn==0.29.0
 PyMySQL==1.1.0
 python-multipart==0.0.9
 librosa==0.10.1
-loguru==0.7.2
\ No newline at end of file
+loguru==0.7.2
+pyarrow==20.0.0
+Pillow==10.4.0
+simplejson==3.20.1
+sortedcontainers==2.4.0