diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncFineTuningTaskService.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncFineTuningTaskService.java
index d4716b99b..3b5113d3c 100644
--- a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncFineTuningTaskService.java
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/async/AsyncFineTuningTaskService.java
@@ -3,8 +3,10 @@ package cn.iocoder.yudao.module.llm.service.async;
 import cn.iocoder.yudao.module.llm.controller.admin.dataset.vo.DatasetRespVO;
 import cn.iocoder.yudao.module.llm.dal.dataobject.basemodel.BaseModelDO;
 import cn.iocoder.yudao.module.llm.dal.dataobject.finetuningtask.FineTuningTaskDO;
+import cn.iocoder.yudao.module.llm.dal.dataobject.servername.ServerNameDO;
 import cn.iocoder.yudao.module.llm.dal.mysql.basemodel.BaseModelMapper;
 import cn.iocoder.yudao.module.llm.dal.mysql.finetuningtask.FineTuningTaskMapper;
+import cn.iocoder.yudao.module.llm.dal.mysql.servername.ServerNameMapper;
 import cn.iocoder.yudao.module.llm.enums.FinetuningTaskStatusEnum;
 import cn.iocoder.yudao.module.llm.service.dataset.DatasetService;
 import cn.iocoder.yudao.module.llm.service.http.TrainHttpService;
@@ -35,6 +37,9 @@ public class AsyncFineTuningTaskService {
     @Resource
     private BaseModelMapper baseModelMapper;
 
+    @Resource
+    private ServerNameMapper serverNameMapper;
+
     //大模型平台创建调优任务
     @Async
     public void createTuning(FineTuningTaskDO fineTuningTask) {
@@ -50,8 +55,12 @@ public class AsyncFineTuningTaskService {
             req.setDataset(StringUtils.isNotBlank(dataset.getDatasetFileUrl())?dataset.getDatasetFileUrl():"storage/json/2025/01/_xVKpfDH8.json");
             req.setDataset(dataset.getFileUrl());
             req.setSuffix("T-"+String.valueOf(fineTuningTask.getId()));
-            AigcFineTuningCreateRespVO resp = trainHttpService.finetuningCreate(new HashMap<>(), req);
             FineTuningTaskDO updateObj = new FineTuningTaskDO();
+            ServerNameDO serverNameDO = serverNameMapper.selectById(fineTuningTask.getGpuType());
+            if (serverNameDO == null){
+                updateObj.setStatus(FinetuningTaskStatusEnum.CANCELLED.getStatus());
+            }
+            AigcFineTuningCreateRespVO resp = trainHttpService.finetuningCreate(new HashMap<>(),serverNameDO.getHost(), req);
             updateObj.setId(fineTuningTask.getId());
             if (resp != null) {
                 updateObj.setJobId(resp.getJobId());
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/TrainHttpService.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/TrainHttpService.java
index 1d6f98066..e4a7b0121 100644
--- a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/TrainHttpService.java
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/TrainHttpService.java
@@ -149,13 +149,13 @@ public class TrainHttpService {
     /**
      * 创建微调任务 POST
      */
-    public AigcFineTuningCreateRespVO finetuningCreate(Map<String, String> headers, AigcFineTuningCreateReqVO req){
+    public AigcFineTuningCreateRespVO finetuningCreate(Map<String, String> headers,String url, AigcFineTuningCreateReqVO req){
         login(headers);
         // TODO: 在上个方法中已经将数据集的文件id赋予，调试时需要写死再放开
 //        String fileId = "6237ed4d-a046-479c-80d6-8579a0283994";
 //        req.setFileId(fileId);
         log.info(" finetuningCreate:{}", JSON.toJSONString(req));
-        String res = HttpUtils.post(llmBackendProperties.getFinetuningCreate(), headers, JSON.toJSONString(req));
+        String res = HttpUtils.post(url+llmBackendProperties.getFinetuningCreate(), headers, JSON.toJSONString(req));
         log.info(" finetuningCreate:{}", res);
         AigcRespVO aigcRespVO = JSON.parseObject(res, AigcRespVO.class);
         var aigcFineTuningCreateRespVO = JSON.parseObject(res, AigcFineTuningCreateRespVO.class);