diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncModelServiceService.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncModelServiceService.java
index d561d87c8..cc76c78f6 100644
--- a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncModelServiceService.java
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncModelServiceService.java
@@ -9,6 +9,7 @@ import cn.iocoder.yudao.module.llm.dal.mysql.modelservice.ModelServiceMapper;
 import cn.iocoder.yudao.module.llm.dal.mysql.servername.ServerNameMapper;
 import cn.iocoder.yudao.module.llm.service.http.TrainHttpService;
 import cn.iocoder.yudao.module.llm.service.http.vo.*;
+import com.alibaba.fastjson.JSON;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.scheduling.annotation.Async;
@@ -80,29 +81,90 @@ public class AsyncModelServiceService {
     //模型服务开启
     @Async
     public void startModelService(ModelServiceDO updateObj) {
+//        try {
+//            ModelServiceDO modelServiceDO = modelServiceMapper.selectById(updateObj.getId());
+//            ServerNameDO serverNameDO = serverNameMapper.selectById(modelServiceDO.getGpuType());
+//            if (modelServiceDO.getJobId() != null){
+//                AigcModelDeployVO modelDeployVO = trainHttpService.modelUndeploy(new HashMap<>(),serverNameDO.getHost(), modelServiceDO.getJobId());
+//            }
+//            AigcModelDeploySaveReq aigcModelDeploySaveReq = new AigcModelDeploySaveReq(modelServiceDO.getBaseModelName(),
+//                    "gpu");
+//            ModelDeployRespVO modelDeployRespVO = trainHttpService.modelDeploy(new HashMap<>(),serverNameDO.getHost(), aigcModelDeploySaveReq);
+//            log.info("modelDeploy info {}",modelDeployRespVO);
+//            if (modelDeployRespVO.getMessage().equals("error")){
+//                updateObj.setStatus(3);
+//            }else {
+//                updateObj.setStatus(1);
+//                updateObj.setJobId(modelDeployRespVO.getId());
+//                updateObj.setModelUrl(modelDeployRespVO.getPort()+DEFAULT_MODEL_URL_SUFFIX);
+//            }
+//
+//            modelServiceMapper.updateById(updateObj);
+//        }catch(Exception e){
+////            updateObj.setStatus(3);
+//            modelServiceMapper.updateById(updateObj);
+//        };
         try {
+            log.info("开始启动模型服务，服务ID: {}", updateObj.getId());
+
+            // 查询模型服务信息
+            log.info("正在查询模型服务信息，服务ID: {}", updateObj.getId());
             ModelServiceDO modelServiceDO = modelServiceMapper.selectById(updateObj.getId());
-            ServerNameDO serverNameDO = serverNameMapper.selectById(modelServiceDO.getGpuType());
-            if (modelServiceDO.getJobId() != null){
-                AigcModelDeployVO modelDeployVO = trainHttpService.modelUndeploy(new HashMap<>(),serverNameDO.getHost(), modelServiceDO.getJobId());
+            if (modelServiceDO == null) {
+                log.error("未找到模型服务信息，服务ID: {}", updateObj.getId());
+                throw new RuntimeException("模型服务信息不存在");
             }
-            AigcModelDeploySaveReq aigcModelDeploySaveReq = new AigcModelDeploySaveReq(modelServiceDO.getBaseModelName(),
-                    "gpu");
-            ModelDeployRespVO modelDeployRespVO = trainHttpService.modelDeploy(new HashMap<>(),serverNameDO.getHost(), aigcModelDeploySaveReq);
-            log.info("modelDeploy info {}",modelDeployRespVO);
-            if (modelDeployRespVO.getMessage().equals("error")){
-                updateObj.setStatus(3);
-            }else {
-                updateObj.setStatus(1);
-                updateObj.setJobId(modelDeployRespVO.getId());
-                updateObj.setModelUrl(modelDeployRespVO.getPort()+DEFAULT_MODEL_URL_SUFFIX);
+            log.info("模型服务信息查询成功。服务名称: {}", modelServiceDO.getBaseModelName());
+
+            // 查询 GPU 服务器信息
+            log.info("正在查询 GPU 服务器信息，GPU 类型: {}", modelServiceDO.getGpuType());
+            ServerNameDO serverNameDO = serverNameMapper.selectById(modelServiceDO.getGpuType());
+            if (serverNameDO == null) {
+                log.error("未找到 GPU 服务器信息，GPU 类型: {}", modelServiceDO.getGpuType());
+                throw new RuntimeException("GPU 服务器信息不存在");
+            }
+            log.info("GPU 服务器信息查询成功。主机地址: {}", serverNameDO.getHost());
+
+            // 如果已有任务 ID，则先卸载模型
+            if (modelServiceDO.getJobId() != null) {
+                log.info("检测到已有任务 ID，正在卸载模型，任务ID: {}", modelServiceDO.getJobId());
+                AigcModelDeployVO modelDeployVO = trainHttpService.modelUndeploy(new HashMap<>(), serverNameDO.getHost(), modelServiceDO.getJobId());
+                log.info("模型卸载完成。卸载结果: {}", JSON.toJSONString(modelDeployVO));
             }
 
+            // 构建模型部署请求
+            log.debug("正在构建模型部署请求...");
+            AigcModelDeploySaveReq aigcModelDeploySaveReq = new AigcModelDeploySaveReq(
+                    modelServiceDO.getBaseModelName(), "gpu");
+            log.debug("模型部署请求参数: {}", JSON.toJSONString(aigcModelDeploySaveReq));
+
+            // 发起模型部署请求
+            log.info("正在发起模型部署请求...");
+            ModelDeployRespVO modelDeployRespVO = trainHttpService.modelDeploy(new HashMap<>(), serverNameDO.getHost(), aigcModelDeploySaveReq);
+            log.info("模型部署请求完成。部署结果: {}", JSON.toJSONString(modelDeployRespVO));
+
+            // 更新模型服务状态
+            if ("error".equals(modelDeployRespVO.getMessage())) {
+                log.error("模型部署失败。服务ID: {}", updateObj.getId());
+                updateObj.setStatus(3);
+            } else {
+                log.info("模型部署成功。服务ID: {}", updateObj.getId());
+                updateObj.setStatus(1);
+                updateObj.setJobId(modelDeployRespVO.getId());
+                updateObj.setModelUrl(modelDeployRespVO.getPort() + DEFAULT_MODEL_URL_SUFFIX);
+            }
+
+            // 更新数据库
+            log.info("正在更新数据库中的模型服务状态...");
             modelServiceMapper.updateById(updateObj);
-        }catch(Exception e){
-//            updateObj.setStatus(3);
+            log.info("数据库更新完成。服务ID: {}", updateObj.getId());
+
+        } catch (Exception e) {
+            log.error("启动模型服务时发生异常。服务ID: {}", updateObj.getId(), e);
+            updateObj.setStatus(3);
             modelServiceMapper.updateById(updateObj);
-        };
+        }
+
     }
 
     //调型服务关闭