diff --git a/internal/storeLink/octopus.go b/internal/storeLink/octopus.go
index 2651930a..f2c4a3aa 100644
--- a/internal/storeLink/octopus.go
+++ b/internal/storeLink/octopus.go
@@ -81,6 +81,14 @@ var (
 		MLU: CAMBRICONMLU290,
 		GCU: EnflameT20,
 	}
+	CardModelNameCmdMap = map[string]map[string]string{
+		BIV100: {"blip-image-captioning-base": "pip install -U transformers; pip install fastapi uvicorn[standard]; pip install python-multipart; cd /code; python infer_biv100.py",
+			"imagenet_resnet50": "pip install -U transformers; pip install fastapi uvicorn[standard]; pip install python-multipart; cd /code/infer; python infer_biv100.py",
+			"chatGLM_6B":        "su root; pip install transformers==4.33.2; pip install fastapi uvicorn[standard]; cd /code; python infer_biv100.py"},
+		MLU: {"blip-image-captioning-base": "",
+			"imagenet_resnet50": "su root; . /torch/venv3/pytorch/bin/activate; pip install fastapi uvicorn[standard]; pip install python-multipart; cd /code/infer; python infer_mlu.py",
+			"chatGLM_6B":        ""},
+	}
 )
 
 func NewOctopusLink(octopusRpc octopusclient.Octopus, name string, id int64) *OctopusLink {
@@ -654,7 +662,13 @@ func generateResourceIdForTraining(option *option.AiOption, specResp *octopus.Ge
 
 func generateResourceIdForInferDeployInstance(option *option.InferOption, specResp *octopus.GetResourceSpecsResp) error {
 	// temporarily use bi-v100
-	cardName := cardCnMap[BIV100]
+	cardName, ok := cardCnMap[BIV100]
+	if !ok {
+		errors.New("computeCard not set")
+	}
+
+	// set computeCard
+	option.ComputeCard = BIV100
 
 	for _, spec := range specResp.TrainResourceSpecs {
 		names := strings.Split(spec.Name, COMMA)
@@ -702,32 +716,6 @@ func (o *OctopusLink) generateDatasetsId(ctx context.Context, option *option.AiO
 }
 
 func (o *OctopusLink) generateImageId(ctx context.Context, option *option.AiOption, ifoption *option.InferOption) error {
-	if option.TaskType == "" {
-		return errors.New("TaskType not set")
-	}
-
-	req := &octopus.GetUserImageListReq{
-		Platform:  o.platform,
-		PageIndex: o.pageIndex,
-		PageSize:  o.pageSize,
-	}
-	resp, err := o.octopusRpc.GetUserImageList(ctx, req)
-	if err != nil {
-		return err
-	}
-	if !resp.Success {
-		return errors.New("failed to get imageId")
-	}
-
-	if option.ResourceType == CPU {
-		for _, img := range resp.Payload.Images {
-			if img.Image.ImageName == "test-image" {
-				option.ImageId = img.Image.Id
-				return nil
-			}
-		}
-	}
-
 	preImgReq := &octopus.GetPresetImageListReq{
 		Platform:  o.platform,
 		PageIndex: o.pageIndex,
@@ -742,6 +730,32 @@ func (o *OctopusLink) generateImageId(ctx context.Context, option *option.AiOpti
 	}
 
 	if option != nil {
+		if option.TaskType == "" {
+			return errors.New("TaskType not set")
+		}
+
+		req := &octopus.GetUserImageListReq{
+			Platform:  o.platform,
+			PageIndex: o.pageIndex,
+			PageSize:  o.pageSize,
+		}
+		resp, err := o.octopusRpc.GetUserImageList(ctx, req)
+		if err != nil {
+			return err
+		}
+		if !resp.Success {
+			return errors.New("failed to get imageId")
+		}
+
+		if option.ResourceType == CPU {
+			for _, img := range resp.Payload.Images {
+				if img.Image.ImageName == "test-image" {
+					option.ImageId = img.Image.Id
+					return nil
+				}
+			}
+		}
+
 		err = generateImageIdForTraining(option, preImgResp)
 		if err != nil {
 			return err
@@ -873,13 +887,21 @@ func generateAlgorithmIdForTraining(option *option.AiOption, resp *octopus.GetMy
 }
 
 func generateAlgorithmIdForInferDeployInstance(option *option.InferOption, resp *octopus.GetMyAlgorithmListResp) error {
+	if option.ModelType == "" {
+		return errors.New("ModelType not set")
+	}
+
+	if option.ModelName == "" {
+		return errors.New("ModelName not set")
+	}
+
 	for _, algorithm := range resp.Payload.Algorithms {
 		if strings.Contains(algorithm.AlgorithmName, option.ModelName) {
 			option.AlgorithmId = algorithm.AlgorithmId
 			return nil
 		}
 	}
-	return errors.New("Algorithm does not exist")
+	return errors.New("ModelName does not exist")
 }
 
 func (o *OctopusLink) generateCmd(option *option.AiOption, ifoption *option.InferOption) error {
@@ -919,7 +941,16 @@ func generateCmdForTraining(option *option.AiOption) error {
 
 func generateCmdForInferDeployInstance(option *option.InferOption) error {
 	if option.Cmd == "" {
-		option.Cmd = "su root; pip install fastapi uvicorn[standard]; cd /code/infer; python infer_biv100.py"
+		nameCmd, ok := CardModelNameCmdMap[option.ComputeCard]
+		if !ok {
+			return errors.New("failed to set cmd, ComputeCard not exist")
+		}
+		cmd, ok := nameCmd[option.ModelName]
+		if !ok {
+			return errors.New("failed to set cmd, ModelName not exist")
+		}
+		option.Cmd = cmd
+		return nil
 	}
 
 	return nil
@@ -1185,7 +1216,7 @@ func (o *OctopusLink) CreateInferDeployInstance(ctx context.Context, option *opt
 		return "", err
 	}
 
-	desc := option.ModelType + FORWARD_SLASH + option.ModelName + FORWARD_SLASH + BIV100
+	desc := option.ModelType + FORWARD_SLASH + option.ModelName + FORWARD_SLASH + strings.ToLower(BIV100)
 	param := &octopus.CreateNotebookParam{
 		Name:             option.TaskName,
 		ResourcePool:     RESOURCE_POOL,