diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/framework/backend/config/LLMBackendProperties.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/framework/backend/config/LLMBackendProperties.java
index d90d86a0e..49ef63db3 100644
--- a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/framework/backend/config/LLMBackendProperties.java
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/framework/backend/config/LLMBackendProperties.java
@@ -123,6 +123,7 @@ public class LLMBackendProperties {
 
     private String deleteTheModel;
 
+    private String deleteTheModelFull;
     /**
      * 知识库向量嵌入
      */
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/basemodel/BaseModelServiceImpl.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/basemodel/BaseModelServiceImpl.java
index a7baec769..025ad1c67 100644
--- a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/basemodel/BaseModelServiceImpl.java
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/basemodel/BaseModelServiceImpl.java
@@ -8,7 +8,10 @@ import cn.iocoder.yudao.module.llm.controller.admin.basemodel.vo.BaseModelPageRe
 import cn.iocoder.yudao.module.llm.controller.admin.basemodel.vo.BaseModelSaveReqVO;
 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.servername.ServerNameMapper;
+import cn.iocoder.yudao.module.llm.enums.FinetuningTaskStatusEnum;
 import cn.iocoder.yudao.module.llm.framework.backend.config.LLMBackendProperties;
 import cn.iocoder.yudao.module.llm.service.application.ApplicationService;
 import cn.iocoder.yudao.module.llm.service.finetuningtask.FineTuningTaskService;
@@ -19,14 +22,23 @@ import com.alibaba.fastjson.JSON;
 import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import com.baomidou.mybatisplus.core.toolkit.CollectionUtils;
 import lombok.extern.slf4j.Slf4j;
+import okhttp3.HttpUrl;
+import okhttp3.MediaType;
+import okhttp3.OkHttpClient;
+import okhttp3.Request;
+import okhttp3.RequestBody;
+import okhttp3.Response;
 import org.springframework.context.annotation.Lazy;
 import org.springframework.stereotype.Service;
 import org.springframework.validation.annotation.Validated;
 
 import javax.annotation.Resource;
+import java.io.IOException;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
+import java.util.concurrent.TimeUnit;
 
 import static cn.iocoder.yudao.framework.common.exception.util.ServiceExceptionUtil.exception;
 import static cn.iocoder.yudao.module.llm.enums.ErrorCodeConstants.*;
@@ -40,7 +52,8 @@ import static cn.iocoder.yudao.module.llm.enums.ErrorCodeConstants.*;
 @Validated
 @Slf4j
 public class BaseModelServiceImpl implements BaseModelService {
-
+    @Resource
+    private ServerNameMapper serverNameMapper;
     @Resource
     private BaseModelMapper baseModelMapper;
 
@@ -218,13 +231,59 @@ public class BaseModelServiceImpl implements BaseModelService {
     @Override
     public void deleteTheModel(BaseModelPageReqVO pageReqVO) {
         try {
-            String resStr = HttpUtils.del(llmBackendProperties.getDeleteTheModel()+"/"+pageReqVO.getModelName(), null);
-            log.info(" unActive:{}", resStr);
+            Map<String,String> map = new HashMap<>();
+            map.put("model_name",pageReqVO.getModelName());
+//            String resStr = HttpUtils.del(llmBackendProperties.getDeleteTheModel()+"/"+pageReqVO.getModelName(), null);
+
+
+            log.info(" ===== 删除微调任务 ===== stopFinetuning");
+
+            // 创建 OkHttpClient 实例
+            log.info("创建 OkHttpClient 实例，设置超时时间为 2 分钟");
+            OkHttpClient client = new OkHttpClient.Builder()
+                    .connectTimeout(2, TimeUnit.MINUTES)
+                    .readTimeout(2, TimeUnit.MINUTES)
+                    .writeTimeout(2, TimeUnit.MINUTES)
+                    .build();
+
+            // 1. 获取删除微调任务的URL
+            String baseUrl =llmBackendProperties.getDeleteTheModelFull();
+            log.info("获取删除微调任务的URL: {}", baseUrl);
+            HttpUrl url = Objects.requireNonNull(HttpUrl.parse(baseUrl))
+                    .newBuilder()
+                    .addQueryParameter("fine_tuned_model",pageReqVO.getModelName())
+                    .build();
+
+            // 2. 构建请求体（空请求体）
+            RequestBody requestBody = RequestBody.create("", MediaType.parse("application/json"));
+
+            // 3. 构建请求
+            Request request = new Request.Builder()
+                    .url(url)
+                    .delete(requestBody)
+                    .addHeader("accept", "application/json")
+                    .build();
+
+            // 4. 发送请求
+            log.info("开始发送HTTP DELETE请求，删除微调任务，任务模型名称: {}", pageReqVO.getModelName());
+            try (Response response = client.newCall(request).execute()) {
+                if (response.body()!=null) {
+                    String body = response.body().string();
+                    log.info("HTTP删除请求完成，响应内容: {}", body);
+                } else {
+                    log.error("HTTP请求失败: " + "响应为空");
+                    throw new RuntimeException("HTTP请求失败: " + "响应为空");
+                }
+            } catch (IOException e) {
+                log.error("发送HTTP请求删除微调任务时发生异常，任务模型名称: {}",pageReqVO.getModelName(), e);
+                throw new RuntimeException("HTTP请求失败", e);
+            }
         }catch (Exception e){
             log.error("禁用基础模型状态时发生异常: {}", e.getMessage(), e);
         }
     }
 
+
     /**
      * 校验模型使用情况
      *
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/FineTuningTaskHttpService.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/FineTuningTaskHttpService.java
index 71540003f..a6970bf99 100644
--- a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/FineTuningTaskHttpService.java
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/http/FineTuningTaskHttpService.java
@@ -181,7 +181,7 @@ public class FineTuningTaskHttpService {
                 .build();
 
         // 1. 获取删除微调任务的URL
-        String baseUrl = host + llmBackendProperties.getStopFinetuning();
+        String baseUrl = host + llmBackendProperties.getDeleteTheModel();
         log.info("获取删除微调任务的URL: {}", baseUrl);
         HttpUrl url = Objects.requireNonNull(HttpUrl.parse(baseUrl))
                 .newBuilder()
diff --git a/yudao-server/src/main/resources/application-ymx.yaml b/yudao-server/src/main/resources/application-ymx.yaml
index ff3281ef3..8f0f3331d 100644
--- a/yudao-server/src/main/resources/application-ymx.yaml
+++ b/yudao-server/src/main/resources/application-ymx.yaml
@@ -337,8 +337,8 @@ llm:
     # 模型列表 get
     a_list_of_available_models: http://127.0.0.1:5123/llm/list
     #删除模型
-    delete_the_model: http://127.0.0.1:5123/delete-model
-
+    delete_the_model: /delete-model
+    delete_the_model_full: http://127.0.0.1:5123/delete-model
     #################### 30000: 大模型对话相关API。 ###################
     #### 大模型对话
     # 模型列表 GET