diff --git a/pkg/models/task.go b/pkg/models/task.go
index b524772..d2f9372 100644
--- a/pkg/models/task.go
+++ b/pkg/models/task.go
@@ -285,7 +285,7 @@ type InferenceSubmitTaskResponse struct {
 
 // InferenceSubmitTaskResponseData 推理任务提交响应数据
 type InferenceSubmitTaskResponseData struct {
-	TaskInfo   InferenceTaskInfo   `json:"taskInfo"`   // 任务信息
+	TaskInfo   SubtaskRequest      `json:"taskInfo"`   // 任务信息
 	ResultInfo InferenceResultInfo `json:"resultInfo"` // 结果信息
 }
 
diff --git a/pkg/service/common/task_submitter.go b/pkg/service/common/task_submitter.go
index f678342..088cd72 100644
--- a/pkg/service/common/task_submitter.go
+++ b/pkg/service/common/task_submitter.go
@@ -22,9 +22,9 @@ func NewTaskSubmitter(httpClient *client.HTTPClient, taskType string) *TaskSubmi
 	}
 }
 
-// SubmitTask 提交任务的通用方法
+// SubmitTask 提交任务的通用方法，返回 jobSetID、提交请求和错误
 func (ts *TaskSubmitter) SubmitTask(ctx context.Context, authData *models.AuthData, config *models.RunConfig,
-	clusterID string, bindResultSet *models.BindResultSet) (string, error) {
+	clusterID string, bindResultSet *models.BindResultSet) (string, *models.SubtaskRequest, error) {
 
 	// 构建任务请求
 	submitTaskReq := BuildSubmitTaskRequest(ctx, authData, config, clusterID, bindResultSet, ts.taskType)
@@ -39,7 +39,7 @@ func (ts *TaskSubmitter) SubmitTask(ctx context.Context, authData *models.AuthDa
 	resp, err := ts.httpClient.PostJSON("/jsm/v2/jobs/submit", submitTaskReq)
 	if err != nil {
 		fmt.Printf("Submit %s task failed: %v\n", getTaskTypeName(ts.taskType), err)
-		return "", err
+		return "", nil, err
 	}
 
 	fmt.Printf("提交%s任务结果：%s\n", getTaskTypeName(ts.taskType), string(resp))
@@ -48,16 +48,16 @@ func (ts *TaskSubmitter) SubmitTask(ctx context.Context, authData *models.AuthDa
 	var submitTaskResp models.SubmitTaskResponse
 	if err := json.Unmarshal(resp, &submitTaskResp); err != nil {
 		fmt.Printf("Submit %s task response unmarshal failed: %v\n", getTaskTypeName(ts.taskType), err)
-		return "", err
+		return "", nil, err
 	}
 
 	if submitTaskResp.Code != models.ResponseOK {
 		fmt.Printf("Submit %s task failed: %s\n", getTaskTypeName(ts.taskType), submitTaskResp.Code)
-		return "", fmt.Errorf("submit %s task failed: %s", getTaskTypeName(ts.taskType), submitTaskResp.Code)
+		return "", nil, fmt.Errorf("submit %s task failed: %s", getTaskTypeName(ts.taskType), submitTaskResp.Code)
 	}
 
 	fmt.Printf("Submit %s task result: %s\n", getTaskTypeName(ts.taskType), string(resp))
-	return submitTaskResp.Data.JobSetID, nil
+	return submitTaskResp.Data.JobSetID, &submitTaskReq, nil
 }
 
 // getTaskTypeName 获取任务类型的中文名称
diff --git a/pkg/service/inference/inference_service.go b/pkg/service/inference/inference_service.go
index fea259d..a09c8ca 100644
--- a/pkg/service/inference/inference_service.go
+++ b/pkg/service/inference/inference_service.go
@@ -37,7 +37,8 @@ func NewInferenceService(
 // SubmitTask 提交推理任务
 func (s *inferenceService) SubmitTask(ctx context.Context, authData *models.AuthData, config *models.RunConfig, clusterID string,
 	bindResultSet *models.BindResultSet) (string, error) {
-	return s.taskSubmitter.SubmitTask(ctx, authData, config, clusterID, bindResultSet)
+	jobSetID, _, err := s.taskSubmitter.SubmitTask(ctx, authData, config, clusterID, bindResultSet)
+	return jobSetID, err
 }
 
 // GetTaskStatus 查询任务状态
@@ -105,22 +106,10 @@ func (s *inferenceService) SubmitInferenceTask(ctx context.Context, authData *mo
 		fmt.Println("增量模型准备成功，ID:", subModelID)
 	}
 
-	// 4. 构建推理任务响应数据（用于返回）
-	taskData := common.BuildInferenceSubmitTaskRequest(
-		ctx, authData,
-		codeID, modelID, subModelID,
-		request.Image.ImageID,
-		clusterID,
-		request.ResourceType,
-		request.Resource.Resources,
-		request.Command,
-		request.Description,
-	)
-
-	// 5. 使用 taskSubmitter 提交任务
+	// 4. 使用 taskSubmitter 提交任务
 	// 注意：taskSubmitter 会使用 BuildSubmitTaskRequest，它构建的是训练任务格式
 	// 对于推理任务，我们需要传入 BindDatasetID=0，这样 Files 中的 Dataset 会是空的
-	jobSetID, err := s.taskSubmitter.SubmitTask(ctx, authData, runConfig, clusterID, &models.BindResultSet{
+	jobSetID, submitTaskReq, err := s.taskSubmitter.SubmitTask(ctx, authData, runConfig, clusterID, &models.BindResultSet{
 		BindCodeID:    codeID,
 		BindModelID:   modelID,
 		BindDatasetID: 0, // 推理任务不需要数据集
@@ -129,8 +118,14 @@ func (s *inferenceService) SubmitInferenceTask(ctx context.Context, authData *mo
 		return nil, fmt.Errorf("提交任务失败: %w", err)
 	}
 
-	// 更新结果信息
-	taskData.ResultInfo.JobSetID = jobSetID
+	// 5. 构建返回响应数据，使用提交请求中的信息
+	taskData := models.InferenceSubmitTaskResponseData{
+		TaskInfo: *submitTaskReq,
+		ResultInfo: models.InferenceResultInfo{
+			LocalJobID: models.MainTaskID,
+			JobSetID:   jobSetID,
+		},
+	}
 
 	return &models.InferenceSubmitTaskResponse{
 		Code: 200,
diff --git a/pkg/service/task/task_service.go b/pkg/service/task/task_service.go
index 4984330..7a6755d 100644
--- a/pkg/service/task/task_service.go
+++ b/pkg/service/task/task_service.go
@@ -32,7 +32,8 @@ func NewTaskService(baseURL string, timeout time.Duration) service.TaskService {
 
 func (s *taskService) SubmitTask(ctx context.Context, authData *models.AuthData, config *models.RunConfig,
 	clusterID string, bindResultSet *models.BindResultSet) (string, error) {
-	return s.taskSubmitter.SubmitTask(ctx, authData, config, clusterID, bindResultSet)
+	jobSetID, _, err := s.taskSubmitter.SubmitTask(ctx, authData, config, clusterID, bindResultSet)
+	return jobSetID, err
 }
 
 func (s *taskService) GetTaskStatus(ctx context.Context, authData *models.AuthData, jobSetID string) (*models.TaskDetailResponse, error) {