diff --git a/internal/logic/inference/deployinstancelistlogic.go b/internal/logic/inference/deployinstancelistlogic.go
index dc79c645..053d2fe7 100644
--- a/internal/logic/inference/deployinstancelistlogic.go
+++ b/internal/logic/inference/deployinstancelistlogic.go
@@ -59,23 +59,21 @@ func (l *DeployInstanceListLogic) DeployInstanceList(req *types.DeployInstanceLi
 	}
 	list := common.ConcatMultipleSlices(slices)
 
-	if len(list) == 0 {
-		return
-	}
+	if len(list) != 0 {
+		go updater.UpdateDeployInstanceStatusBatch(l.svcCtx, list)
 
-	go updater.UpdateDeployInstanceStatusBatch(l.svcCtx, list)
-
-	ins := list[0]
-	for i := range list {
-		uTime, _ := time.Parse(time.RFC3339, ins.UpdateTime)
-		latest, _ := time.Parse(time.RFC3339, list[i].UpdateTime)
-		if latest.After(uTime) {
-			ins = list[i]
+		ins := list[0]
+		for i := range list {
+			uTime, _ := time.Parse(time.RFC3339, ins.UpdateTime)
+			latest, _ := time.Parse(time.RFC3339, list[i].UpdateTime)
+			if latest.After(uTime) {
+				ins = list[i]
+			}
 		}
-	}
 
-	go updater.UpdateDeployInstanceStatus(l.svcCtx, ins, true)
-	go updater.UpdateDeployTaskStatus(l.svcCtx)
+		go updater.UpdateDeployInstanceStatus(l.svcCtx, ins, true)
+		go updater.UpdateDeployTaskStatus(l.svcCtx)
+	}
 
 	resp.List = &deployTasks
 	resp.PageSize = req.PageSize
diff --git a/internal/logic/inference/getdeploytasksbytypelogic.go b/internal/logic/inference/getdeploytasksbytypelogic.go
index 90c96b5c..f1cd5268 100644
--- a/internal/logic/inference/getdeploytasksbytypelogic.go
+++ b/internal/logic/inference/getdeploytasksbytypelogic.go
@@ -3,6 +3,8 @@ package inference
 import (
 	"context"
 	"github.com/pkg/errors"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/pkg/constants"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/pkg/models"
 
 	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/svc"
 	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/types"
@@ -36,6 +38,47 @@ func (l *GetDeployTasksByTypeLogic) GetDeployTasksByType(req *types.GetDeployTas
 		return nil, errors.New("实列不存在")
 	}
 
-	resp.List = list
+	listcopy := make([]*models.AiDeployInstanceTask, len(list))
+	copy(listcopy, list)
+
+	for _, task := range list {
+		inslist, err := l.svcCtx.Scheduler.AiStorages.GetInstanceListByDeployTaskId(task.Id)
+		if err != nil {
+			return nil, err
+		}
+		if len(inslist) == 0 {
+			removeItem(&listcopy, task.Id)
+		}
+		var count int
+		for _, ins := range inslist {
+			if ins.Status == constants.Running {
+				count++
+			}
+		}
+		if count >= 1 {
+			continue
+		}
+
+		removeItem(&listcopy, task.Id)
+	}
+
+	resp.List = listcopy
 	return resp, nil
 }
+
+func removeItem(items *[]*models.AiDeployInstanceTask, id int64) {
+	if len(*items) == 0 {
+		return
+	}
+	if len(*items) == 1 {
+		if (*items)[0].Id == id {
+			(*items) = nil
+			return
+		}
+	}
+	for i := len(*items) - 1; i >= 0; i-- {
+		if (*items)[i].Id == id {
+			*items = append((*items)[:i], (*items)[i+1:]...)
+		}
+	}
+}
diff --git a/internal/logic/inference/imageinferencelogic.go b/internal/logic/inference/imageinferencelogic.go
index a1a4df53..242cf265 100644
--- a/internal/logic/inference/imageinferencelogic.go
+++ b/internal/logic/inference/imageinferencelogic.go
@@ -136,6 +136,7 @@ func (l *ImageInferenceLogic) ImageInfer(r *http.Request, req *types.ImageInfere
 		return nil, errors.New("clusters is nil")
 	}
 
+	//remove empty replica
 	for i := len(clusters) - 1; i >= 0; i-- {
 		if clusters[i].Replicas == 0 {
 			clusters = append(clusters[:i], clusters[i+1:]...)