diff --git a/models/modelarts_deploy.go b/models/modelarts_deploy.go
index de1b91fcdc..e8afc6f94e 100644
--- a/models/modelarts_deploy.go
+++ b/models/modelarts_deploy.go
@@ -1,6 +1,8 @@
 package models
 
 import (
+	"time"
+
 	"code.gitea.io/gitea/modules/timeutil"
 )
 
@@ -25,6 +27,7 @@ type ModelartsDeploy struct {
 	Finetune          bool
 	FinetuneModelType int
 	FinetuneCategory  int
+	DeletedAt         time.Time `xorm:"deleted"`
 }
 
 type CreateDeployModelParams struct {
diff --git a/modules/modelarts/resty.go b/modules/modelarts/resty.go
index c07faddacc..a4da5980c5 100755
--- a/modules/modelarts/resty.go
+++ b/modules/modelarts/resty.go
@@ -1859,22 +1859,28 @@ sendjob:
 func ServiceDelete(jobID string) error {
 	if deploy, _ := models.GetModelartsDeployByJobID(jobID); deploy != nil {
 		if deploy.Status == "STOP" || deploy.Status == "FAILED" {
-			err := DeleteDeployService(deploy.ServiceID)
-			if err != nil {
-				log.Error("盘古微调部署: Delete DeployService API failed:%s %v", jobID, err.Error())
-				return err
+			if deploy.ServiceID != "" {
+				err := DeleteDeployService(deploy.ServiceID)
+				if err != nil {
+					log.Error("panguService: Delete DeployService API failed:%s %v", jobID, err.Error())
+					return err
+				}
+				log.Info("panguService: deploy service delete success %s", jobID)
 			}
-			err = DeleteDeployModel(deploy.ModelID)
-			if err != nil {
-				log.Error("盘古微调部署: Delete DeployModel API failed:%s %v", jobID, err.Error())
-				return err
+			if deploy.ModelID != "" {
+				err := DeleteDeployModel(deploy.ModelID)
+				if err != nil {
+					log.Error("panguService: Delete DeployModel API failed:%s %v", jobID, err.Error())
+					return err
+				}
+				log.Info("panguService: deploy model delete success %s", jobID)
 			}
-
-			err = models.DeleteModelartsDeploy(jobID)
+			err := models.DeleteModelartsDeploy(jobID)
 			if err != nil {
-				log.Error("盘古微调部署: Delete ModelartsDeploy from DB failed:%s %v", jobID, err.Error())
+				log.Error("panguService: Delete ModelartsDeploy from DB failed:%s %v", jobID, err.Error())
 				return err
 			}
+			log.Info("panguService: deploy DB record delete success %s", jobID)
 		} else {
 			log.Error("the job(%s) is a deploying finetune job, can be not deleted", jobID)
 			return fmt.Errorf("1")