Automated cherry pick of #24194: Fix(llm): some mistakes, use CmpId & InstantModelId insteadof SvrId & ModelId (#24205)

* fix(llm): some mistakes

* fix(llm): use CmpId instead of SvrId

* fix(llm): instant_model use id instead of modelId

---------

Co-authored-by: cwz <cwz_eikoh@163.com>

pkg/apis/llm/llm.go

@@ -48,15 +48,16 @@ type LLMBaseListDetails struct {
 
 type MountedModelInfo struct {
 	FullName string `json:"fullname"` // 模型全名，如: qwen3:8b
-	Id       string `json:"id"`       // 模型ID，如: 500a1f067a9f
+	ModelId  string `json:"model_id"` // 模型ID，如: 500a1f067a9f
+	Id       string `json:"id"`       // 秒装包的 ID 主键
 }
 
 type LLMListDetails struct {
 	LLMBaseListDetails
 
-	LLMSku string
+	LLMSku string `json:"llm_sku"`
 
-	MountedModels []MountedModelInfo
+	MountedModels []MountedModelInfo `json:"mounted_models"`
 }
 
 type LLMBaseCreateInput struct {

pkg/apis/llm/sku.go

@@ -116,6 +116,8 @@ type LLMSkuDetails struct {
 	ImageLabel  string
 	ImageName   string
 
+	MountedModelDetails []MountedModelInfo `json:"mounted_model_details"`
+
 	Template string `json:"template"`
 }
 

pkg/llm/drivers/llm_container/ollama.go

@@ -102,9 +102,9 @@ func (o *ollama) GetContainerSpec(ctx context.Context, llm *models.SLLM, image *
 		{
 			Disk: &commonapi.ContainerVolumeMountDisk{
 				SubDirectory: api.LLM_OLLAMA,
-				Overlay: &commonapi.ContainerVolumeMountDiskOverlay{
-					LowerDir: []string{api.LLM_OLLAMA_HOST_PATH},
-				},
+				// Overlay: &commonapi.ContainerVolumeMountDiskOverlay{
+				// 	LowerDir: []string{api.LLM_OLLAMA_HOST_PATH},
+				// },
 				PostOverlay: postOverlays,
 				Index:       &diskIndex,
 			},
@@ -396,7 +396,6 @@ func (o *ollama) GetProbedInstantModelsExt(ctx context.Context, userCred mcclien
 		return nil, errors.Wrap(err, "get llm container")
 	}
 
-	// get all effective models
 	getModels := "ollama list" // NAME ID SIZE MODIFIED
 	modelsOutput, err := exec(ctx, lc.CmpId, getModels, 10)
 	if err != nil {
@@ -404,25 +403,35 @@ func (o *ollama) GetProbedInstantModelsExt(ctx context.Context, userCred mcclien
 	}
 	lines := strings.Split(strings.TrimSpace(modelsOutput), "\n")
 
-	models := make(map[string]api.LLMInternalInstantMdlInfo, len(lines)-1)
+	modelsMap := make(map[string]api.LLMInternalInstantMdlInfo, len(lines)-1)
 	for i := 1; i < len(lines); i++ {
 		fields := strings.Fields(lines[i])
-		if len(fields) > 2 {
-			if len(mdlIds) > 0 && !utils.IsInStringArray(fields[1], mdlIds) {
+		if len(fields) < 3 {
+			continue
+		}
+		ollamaId := fields[1]
+		modelName, modelTag, _ := llm.GetLargeLanguageModelName(fields[0])
+		instMdl, _ := models.GetInstantModelManager().FindInstantModel(ollamaId, modelTag, true)
+		var key string
+		if instMdl != nil {
+			key = instMdl.Id
+			if len(mdlIds) > 0 && !utils.IsInStringArray(key, mdlIds) {
 				continue
 			}
-			modelName, modelTag, _ := llm.GetLargeLanguageModelName(fields[0])
-			models[fields[1]] = api.LLMInternalInstantMdlInfo{
-				Name:    modelName,
-				Tag:     modelTag,
-				ModelId: fields[1],
-				// Modified: fields[3],
+		} else {
+			key = ollamaId
+			if len(mdlIds) > 0 {
+				continue
 			}
 		}
+		modelsMap[key] = api.LLMInternalInstantMdlInfo{
+			Name:    modelName,
+			Tag:     modelTag,
+			ModelId: ollamaId,
+		}
 	}
 
-	// for each model, get manifests file, find blobs, calculate size
-	for modelId, model := range models {
+	for key, model := range modelsMap {
 		manifests, err := getManifests(ctx, lc.CmpId, model.Name, model.Tag)
 		if err != nil {
 			return nil, errors.Wrap(err, "get manifests")
@@ -433,10 +442,10 @@ func (o *ollama) GetProbedInstantModelsExt(ctx context.Context, userCred mcclien
 			model.Size += layer.Size
 			model.Blobs = append(model.Blobs, layer.Digest)
 		}
-		models[modelId] = model
+		modelsMap[key] = model
 	}
 
-	return models, nil
+	return modelsMap, nil
 }
 
 func (o *ollama) ValidateMounts(mounts []string, mdlName string, mdlTag string) ([]string, error) {

pkg/llm/models/instantmodel.go

@@ -271,10 +271,11 @@ func (man *SInstantModelManager) FetchCustomizeColumns(
 			LlmId:   llmInstModel.LlmId,
 			LlmName: llm.Name,
 		}
-		if _, ok := modelMountedByMap[llmInstModel.ModelId]; !ok {
-			modelMountedByMap[llmInstModel.ModelId] = make([]apis.MountedByLLMInfo, 0)
+		instantModelId := llmInstModel.InstantModelId
+		if _, ok := modelMountedByMap[instantModelId]; !ok {
+			modelMountedByMap[instantModelId] = make([]apis.MountedByLLMInfo, 0)
 		}
-		modelMountedByMap[llmInstModel.ModelId] = append(modelMountedByMap[llmInstModel.ModelId], info)
+		modelMountedByMap[instantModelId] = append(modelMountedByMap[instantModelId], info)
 	}
 
 	for i := range res {
@@ -286,7 +287,7 @@ func (man *SInstantModelManager) FetchCustomizeColumns(
 			res[i].CacheCount = status.CacheCount
 			res[i].CachedCount = status.CachedCount
 		}
-		if mountedBy, ok := modelMountedByMap[instModel.ModelId]; ok {
+		if mountedBy, ok := modelMountedByMap[instModel.Id]; ok {
 			res[i].MountedByLLMs = mountedBy
 		}
 
@@ -530,7 +531,7 @@ func (man *SInstantModelManager) GetInstantModelById(id string) (*SInstantModel,
 	return obj.(*SInstantModel), nil
 }
 
-func (man *SInstantModelManager) findInstantModel(mdlId, tag string, isEnabled bool) (*SInstantModel, error) {
+func (man *SInstantModelManager) FindInstantModel(mdlId, tag string, isEnabled bool) (*SInstantModel, error) {
 	q := man.Query().Equals("model_id", mdlId).Equals("status", imageapi.IMAGE_STATUS_ACTIVE)
 	if isEnabled {
 		q = q.IsTrue("enabled")
@@ -667,7 +668,8 @@ func (model *SInstantModel) PerformPrivate(
 func (model *SInstantModel) ValidateDeleteCondition(ctx context.Context, info jsonutils.JSONObject) error {
 	if model.Enabled.IsTrue() {
 		for _, man := range []MountedModelModelManager{GetLLMSkuManager(), GetVolumeManager()} {
-			used, err := man.IsPremountedModelName(model.ModelName + ":" + model.ModelTag + "-" + model.ModelId)
+			// volume/sku 存储格式为 modelFullName-instantModelId
+			used, err := man.IsPremountedModelName(model.ModelName + ":" + model.ModelTag + "-" + model.Id)
 			if err != nil {
 				return errors.Wrap(err, "IsPremountedModelName")
 			}

pkg/llm/models/llm.go

@@ -145,8 +145,8 @@ func (man *SLLMManager) FetchCustomizeColumns(
 		ids[idx] = llm.Id
 		skuIds[idx] = llm.LLMSkuId
 		imgIds[idx] = llm.LLMImageId
-		if !utils.IsInArray(llm.SvrId, serverIds) {
-			serverIds = append(serverIds, llm.SvrId)
+		if !utils.IsInArray(llm.CmpId, serverIds) {
+			serverIds = append(serverIds, llm.CmpId)
 		}
 		if len(llm.NetworkId) > 0 {
 			networkIds = append(networkIds, llm.NetworkId)
@@ -165,7 +165,7 @@ func (man *SLLMManager) FetchCustomizeColumns(
 		for i, id := range ids {
 			if id == volume.LLMId {
 				res[i].Volume = api.Volume{
-					Id:          volume.Id,
+					Id:          volume.CmpId,
 					Name:        volume.Name,
 					TemplateId:  volume.TemplateId,
 					StorageType: volume.StorageType,
@@ -262,7 +262,7 @@ func (man *SLLMManager) FetchCustomizeColumns(
 		for i := range llms {
 			llmStatus := api.LLM_STATUS_UNKNOWN
 			llm := llms[i]
-			if guest, ok := serverMap[llm.SvrId]; ok {
+			if guest, ok := serverMap[llm.CmpId]; ok {
 				// find guest
 				if len(guest.Containers) == 0 {
 					llmStatus = api.LLM_LLM_STATUS_NO_CONTAINER

pkg/llm/models/llm_base.go

@@ -44,7 +44,7 @@ type SLLMBase struct {
 	db.SVirtualResourceBase
 	db.SEnabledResourceBase
 
-	SvrId string `width:"128" charset:"ascii" nullable:"true" list:"user"`
+	CmpId string `width:"128" charset:"ascii" nullable:"true" list:"user"`
 	LLMIp string `width:"20" charset:"ascii" nullable:"true" list:"user"`
 	// Hypervisor     string `width:"128" charset:"ascii" nullable:"true" list:"user"`
 	Priority    int `nullable:"false" default:"100" list:"user"`
@@ -298,7 +298,7 @@ func (man *SLLMBaseManager) ListItemFilter(ctx context.Context, q *sqlchemy.SQue
 }
 
 func (llm *SLLMBase) GetServer(ctx context.Context) (*computeapi.ServerDetails, error) {
-	return cloudutil.GetServer(ctx, llm.SvrId)
+	return cloudutil.GetServer(ctx, llm.CmpId)
 }
 
 func (llm *SLLMBase) GetVolume() (*SVolume, error) {
@@ -353,7 +353,7 @@ func (llm *SLLMBase) RealDelete(ctx context.Context, userCred mcclient.TokenCred
 }
 
 func (llm *SLLMBase) ServerDelete(ctx context.Context, userCred mcclient.TokenCredential, s *mcclient.ClientSession) error {
-	if len(llm.SvrId) == 0 {
+	if len(llm.CmpId) == 0 {
 		return nil
 	}
 	server, err := llm.GetServer(ctx)
@@ -367,12 +367,12 @@ func (llm *SLLMBase) ServerDelete(ctx context.Context, userCred mcclient.TokenCr
 	if server.DisableDelete != nil && *server.DisableDelete {
 		// update to allow delete
 		s2 := auth.GetSession(ctx, userCred, "")
-		_, err = compute.Servers.Update(s2, llm.SvrId, jsonutils.Marshal(map[string]interface{}{"disable_delete": false}))
+		_, err = compute.Servers.Update(s2, llm.CmpId, jsonutils.Marshal(map[string]interface{}{"disable_delete": false}))
 		if err != nil {
 			return errors.Wrap(err, "update server to delete")
 		}
 	}
-	_, err = compute.Servers.DeleteWithParam(s, llm.SvrId, jsonutils.Marshal(map[string]interface{}{
+	_, err = compute.Servers.DeleteWithParam(s, llm.CmpId, jsonutils.Marshal(map[string]interface{}{
 		"override_pending_delete": true,
 	}), nil)
 	if err != nil {
@@ -382,7 +382,7 @@ func (llm *SLLMBase) ServerDelete(ctx context.Context, userCred mcclient.TokenCr
 }
 
 func (llm *SLLMBase) WaitDelete(ctx context.Context, userCred mcclient.TokenCredential, timeoutSecs int) error {
-	return cloudutil.WaitDelete[computeapi.ServerDetails](ctx, &compute.Servers, llm.SvrId, timeoutSecs)
+	return cloudutil.WaitDelete[computeapi.ServerDetails](ctx, &compute.Servers, llm.CmpId, timeoutSecs)
 }
 
 func (llm *SLLMBase) getImage(imageId string) (*SLLMImage, error) {
@@ -394,5 +394,5 @@ func (llm *SLLMBase) getImage(imageId string) (*SLLMImage, error) {
 }
 
 func (llm *SLLMBase) WaitServerStatus(ctx context.Context, userCred mcclient.TokenCredential, targetStatus []string, timeoutSecs int) (*computeapi.ServerDetails, error) {
-	return cloudutil.WaitServerStatus(ctx, llm.SvrId, targetStatus, timeoutSecs)
+	return cloudutil.WaitServerStatus(ctx, llm.CmpId, targetStatus, timeoutSecs)
 }

pkg/llm/models/llm_base_pod.go

@@ -5,7 +5,6 @@ import (
 	"fmt"
 
 	"yunion.io/x/jsonutils"
-	"yunion.io/x/pkg/util/seclib"
 
 	"yunion.io/x/onecloud/pkg/apis"
 	computeapi "yunion.io/x/onecloud/pkg/apis/compute"
@@ -45,7 +44,8 @@ func GetLLMBasePodCreateInput(
 
 	data.VcpuCount = skuBase.Cpu
 	data.VmemSize = skuBase.Memory + 1
-	data.Name = input.Name + "-" + seclib.RandomPassword(6)
+	// data.Name = input.Name + "-" + seclib.RandomPassword(6)
+	data.Name = input.Name
 
 	// disks
 	data.Disks = make([]*computeapi.DiskConfig, 0)

pkg/llm/models/llm_instant_model.go

@@ -44,10 +44,9 @@ type SLLMInstantModel struct {
 	db.SResourceBase
 	db.SStatusResourceBase
 
-	// InstantModelId string `name:"model_id" width:"128" charset:"ascii" nullable:"false" list:"user" primary:"true"`
 	LlmId string `width:"128" charset:"ascii" nullable:"false" list:"user" primary:"true"`
-	// Model ID, large language model's ID, referring to special model, such as qwen3:8b
-	ModelId string `name:"model_id" width:"128" charset:"ascii" nullable:"false" list:"user" primary:"true"`
+	// InstantModelId instant model 主键 id（SInstantModel.Id）
+	InstantModelId string `name:"model_id" width:"128" charset:"ascii" nullable:"false" list:"user" primary:"true"`
 
 	// Model Tag
 	Tag string `width:"64" charset:"utf8" nullable:"true" list:"user"`
@@ -58,8 +57,8 @@ type SLLMInstantModel struct {
 	// IsSystem    tristate.TriState `list:"user"`
 }
 
-func (man *SLLMInstantModelManager) fetchLLMInstantModel(llmId string, mdlId string) (*SLLMInstantModel, error) {
-	q := man.RawQuery().Equals("llm_id", llmId).Equals("model_id", mdlId)
+func (man *SLLMInstantModelManager) fetchLLMInstantModel(llmId string, instantModelId string) (*SLLMInstantModel, error) {
+	q := man.RawQuery().Equals("llm_id", llmId).Equals("model_id", instantModelId)
 	llmInstantModel := SLLMInstantModel{}
 	err := q.First(&llmInstantModel)
 	if err != nil {
@@ -79,15 +78,15 @@ func (man *SLLMInstantModelManager) getDeletedModelIds(llmId string) ([]string,
 	if err != nil {
 		return nil, errors.Wrap(err, "Query")
 	}
-	modelIds := make([]string, len(llmInstantModel))
+	instantModelIds := make([]string, len(llmInstantModel))
 	for i := range llmInstantModel {
-		modelIds[i] = llmInstantModel[i].ModelId
+		instantModelIds[i] = llmInstantModel[i].InstantModelId
 	}
-	return modelIds, nil
+	return instantModelIds, nil
 }
 
-func (man *SLLMInstantModelManager) updateInstantModel(ctx context.Context, llmId string, mdlId string, mdlName string, tag string, probed, mounted *bool) (*SLLMInstantModel, error) {
-	mdl, err := man.fetchLLMInstantModel(llmId, mdlId)
+func (man *SLLMInstantModelManager) updateInstantModel(ctx context.Context, llmId string, instantModelId string, mdlName string, tag string, probed, mounted *bool) (*SLLMInstantModel, error) {
+	mdl, err := man.fetchLLMInstantModel(llmId, instantModelId)
 	if err != nil && errors.Cause(err) != errors.ErrNotFound {
 		return nil, errors.Wrap(err, "updateInstantModel")
 	}
@@ -105,9 +104,9 @@ func (man *SLLMInstantModelManager) updateInstantModel(ctx context.Context, llmI
 	if mdl == nil {
 		// if no such app
 		mdl = &SLLMInstantModel{
-			LlmId:     llmId,
-			ModelId:   mdlId,
-			ModelName: mdlName,
+			LlmId:          llmId,
+			InstantModelId: instantModelId,
+			ModelName:      mdlName,
 			// IsSystem:    tristate.None,
 			// Entry:       entry,
 		}
@@ -200,7 +199,7 @@ func (man *SLLMInstantModelManager) filterModels(q *sqlchemy.SQuery, isProbed, i
 }
 
 func (mdl *SLLMInstantModel) FindInstantModel(isInstall bool) (*SInstantModel, error) {
-	instMdl, err := GetInstantModelManager().findInstantModel(mdl.ModelId, mdl.Tag, isInstall)
+	instMdl, err := GetInstantModelManager().GetInstantModelById(mdl.InstantModelId)
 	if err != nil {
 		return nil, errors.Wrap(err, "FindInstantModel")
 	}

pkg/llm/models/llm_instant_model_quota.go

@@ -20,7 +20,7 @@ func (llm *SLLM) GetInstantModelSizeGb() float64 {
 	}
 	totalSizeGb := 0.0
 	for _, model := range models {
-		instModel, _ := GetInstantModelManager().findInstantModel(model.ModelId, model.Tag, false)
+		instModel, _ := GetInstantModelManager().GetInstantModelById(model.InstantModelId)
 		if instModel == nil {
 			continue
 		}

pkg/llm/models/llm_instant_model_sync.go

@@ -90,27 +90,26 @@ func (llm *SLLM) getProbedMountedInstantModels(ctx context.Context, userCred mcc
 	if err != nil {
 		return nil, errors.Wrap(err, "llm.getMountedInstantModels")
 	}
-	for mdlId := range mounted {
-		if _, ok := mdlMap[mdlId]; ok {
-			mdlMap[mdlId].Mounted = true
+	for instantModelId := range mounted {
+		if _, ok := mdlMap[instantModelId]; ok {
+			mdlMap[instantModelId].Mounted = true
 		} else {
-			mdlMap[mdlId] = &sInstantModelStatus{
-				LLMInternalInstantMdlInfo: apis.LLMInternalInstantMdlInfo{
-					ModelId: mdlId,
-				},
-				Mounted: true,
+			// 仅 mounted 未 probed 时无 ollama model id，ModelId 留空
+			mdlMap[instantModelId] = &sInstantModelStatus{
+				LLMInternalInstantMdlInfo: apis.LLMInternalInstantMdlInfo{},
+				Mounted:                   true,
 			}
 		}
 	}
 	return mdlMap, nil
 }
 
-func (llm *SLLM) uninstallInstantModel(ctx context.Context, userCred mcclient.TokenCredential, mdlId string) error {
+func (llm *SLLM) uninstallInstantModel(ctx context.Context, userCred mcclient.TokenCredential, instantModelId string) error {
 	boolFalse := false
 	// uninstalled
 	probed := &boolFalse
 	mounted := &boolFalse
-	_, err := GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, mdlId, "", "", probed, mounted)
+	_, err := GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, instantModelId, "", "", probed, mounted)
 	if err != nil {
 		return errors.Wrap(err, "uninstallPackage")
 	}
@@ -119,7 +118,7 @@ func (llm *SLLM) uninstallInstantModel(ctx context.Context, userCred mcclient.To
 
 func findInstantModelWithModelInfo(allModels []SLLMInstantModel, mdl apis.ModelInfo) *SLLMInstantModel {
 	for i := range allModels {
-		if allModels[i].ModelId == mdl.ModelId {
+		if allModels[i].InstantModelId == mdl.Id {
 			return &allModels[i]
 		}
 	}
@@ -157,7 +156,7 @@ func isImageInUnmountModels(imageId string, mdls []SLLMInstantModel) (bool, erro
 		return false, nil
 	}
 	for i := range mdls {
-		if mdls[i].ModelId == instMdl.ModelId {
+		if mdls[i].InstantModelId == instMdl.Id {
 			return true, nil
 		}
 	}
@@ -188,15 +187,15 @@ func (llm *SLLM) RefreshInstantModels(ctx context.Context, userCred mcclient.Tok
 		mdl := models[i]
 		var probed *bool
 		var mounted *bool
-		if status, ok := mdlMap[mdl.ModelId]; ok {
+		if status, ok := mdlMap[mdl.InstantModelId]; ok {
 			// probed
 			probed = &status.Probed
 			mounted = &status.Mounted
-			_, err = GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, mdl.ModelId, status.Name, status.Tag, probed, mounted)
-			delete(mdlMap, mdl.ModelId)
+			_, err = GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, mdl.InstantModelId, status.Name, status.Tag, probed, mounted)
+			delete(mdlMap, mdl.InstantModelId)
 		} else {
 			// uninstalled
-			err = llm.uninstallInstantModel(ctx, userCred, mdl.ModelId)
+			err = llm.uninstallInstantModel(ctx, userCred, mdl.InstantModelId)
 		}
 		if err != nil {
 			errs = append(errs, err)
@@ -204,8 +203,8 @@ func (llm *SLLM) RefreshInstantModels(ctx context.Context, userCred mcclient.Tok
 	}
 
 	if len(mdlMap) > 0 {
-		for mdlId, status := range mdlMap {
-			_, err := GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, mdlId, status.Name, status.Tag, &status.Probed, &status.Mounted)
+		for instantModelId, status := range mdlMap {
+			_, err := GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, instantModelId, status.Name, status.Tag, &status.Probed, &status.Mounted)
 			if err != nil {
 				errs = append(errs, err)
 			}
@@ -260,7 +259,7 @@ func (llm *SLLM) PerformQuickModels(ctx context.Context, userCred mcclient.Token
 				}
 			}
 		} else {
-			mdl, err := GetInstantModelManager().findInstantModel(input.Models[i].ModelId, input.Models[i].Tag, true)
+			mdl, err := GetInstantModelManager().FindInstantModel(input.Models[i].ModelId, input.Models[i].Tag, true)
 			if err != nil {
 				return nil, errors.Wrapf(err, "findInstantModel %s %s", input.Models[i].ModelId, input.Models[i].Tag)
 			}
@@ -274,7 +273,7 @@ func (llm *SLLM) PerformQuickModels(ctx context.Context, userCred mcclient.Token
 			}
 		}
 		if !apis.IsLLMContainerType(input.Models[i].LlmType) || apis.LLMContainerType(input.Models[i].LlmType) != llm.GetLLMContainerDriver().GetType() {
-			errs = append(errs, errors.Wrapf(httperrors.ErrInvalidStatus, "model %s is not of type %s", input.Models[i].ModelId, llm.GetLLMContainerDriver().GetType()))
+			errs = append(errs, errors.Wrapf(httperrors.ErrInvalidStatus, "model %s is not of type %s", input.Models[i].Id, llm.GetLLMContainerDriver().GetType()))
 		}
 	}
 	if len(errs) > 0 {
@@ -348,7 +347,7 @@ func (llm *SLLM) FetchModelsFullName(isProbed, isMounted *bool) ([]string, error
 	}
 	mdlFullNames := make([]string, len(models))
 	for idx, mdl := range models {
-		mdlFullNames[idx] = mdl.ModelName + ":" + mdl.Tag + "-" + mdl.ModelId
+		mdlFullNames[idx] = mdl.ModelName + ":" + mdl.Tag + "-" + mdl.InstantModelId
 	}
 	return mdlFullNames, nil
 }
@@ -366,9 +365,15 @@ func (llm *SLLM) FetchMountedModelInfo() ([]apis.MountedModelInfo, error) {
 	}
 	result := make([]apis.MountedModelInfo, len(models))
 	for idx, mdl := range models {
+		instMdl, _ := GetInstantModelManager().GetInstantModelById(mdl.InstantModelId)
+		modelIdForDisplay := ""
+		if instMdl != nil {
+			modelIdForDisplay = instMdl.ModelId
+		}
 		result[idx] = apis.MountedModelInfo{
 			FullName: mdl.ModelName + ":" + mdl.Tag,
-			Id:       mdl.ModelId,
+			ModelId:  modelIdForDisplay,
+			Id:       mdl.InstantModelId,
 		}
 	}
 	return result, nil
@@ -428,7 +433,7 @@ func (llm *SLLM) RequestUnmountModel(ctx context.Context, userCred mcclient.Toke
 
 	var modelIds []string
 	for i := range unmountModels {
-		modelIds = append(modelIds, unmountModels[i].ModelId)
+		modelIds = append(modelIds, unmountModels[i].InstantModelId)
 	}
 	return modelIds, unmountOverlays, nil
 }
@@ -459,7 +464,7 @@ func (llm *SLLM) RequestMountModels(ctx context.Context, userCred mcclient.Token
 				log.Errorf("preinstallPackage fail %s", err)
 			}
 		}
-		mdlIds = append(mdlIds, model.ModelId)
+		mdlIds = append(mdlIds, model.InstantModelId)
 	}
 	targetDirs := make([]string, 0)
 	for i := range overlays {
@@ -610,9 +615,9 @@ func (llm *SLLM) UpdateVolumeMountedModelFullNames(mdlFullNames []string) error
 }
 
 type mdlFullNameInfo struct {
-	ModelId       string
-	ModelFullName string
-	IsMounted     bool
+	InstantModelId string // instant model 主键 id
+	ModelFullName  string
+	IsMounted      bool
 }
 
 func (llm *SLLM) UpdateMountedModelFullNames(ctx context.Context, userCred mcclient.TokenCredential, mdlinfos []string, isReset bool, imageId string, skuId string) error {
@@ -620,9 +625,9 @@ func (llm *SLLM) UpdateMountedModelFullNames(ctx context.Context, userCred mccli
 	for i := range mdlinfos {
 		parts := strings.Split(mdlinfos[i], "@")
 		mdlFullNameInfos[parts[0]] = &mdlFullNameInfo{
-			ModelId:       parts[0],
-			ModelFullName: parts[1],
-			IsMounted:     false,
+			InstantModelId: parts[0],
+			ModelFullName:  parts[1],
+			IsMounted:      false,
 		}
 	}
 
@@ -646,15 +651,15 @@ func (llm *SLLM) UpdateMountedModelFullNames(ctx context.Context, userCred mccli
 				return errors.Wrap(err, "FetchByIdOrName")
 			}
 			instantModle := instMdl.(*SInstantModel)
-			if !isReset && slices.Contains(deletedModelIds, instantModle.ModelId) {
+			if !isReset && slices.Contains(deletedModelIds, instantModle.Id) {
 				// if not reset, and the model is deleted, skip it
 				continue
 			}
-			if _, ok := mdlFullNameInfos[instantModle.ModelId]; !ok {
-				mdlFullNameInfos[instantModle.ModelId] = &mdlFullNameInfo{
-					ModelId:       instantModle.ModelId,
-					ModelFullName: instantModle.ModelName + ":" + instantModle.ModelTag,
-					IsMounted:     false,
+			if _, ok := mdlFullNameInfos[instantModle.Id]; !ok {
+				mdlFullNameInfos[instantModle.Id] = &mdlFullNameInfo{
+					InstantModelId: instantModle.Id,
+					ModelFullName:  instantModle.ModelName + ":" + instantModle.ModelTag,
+					IsMounted:      false,
 				}
 			}
 		}
@@ -668,15 +673,15 @@ func (llm *SLLM) UpdateMountedModelFullNames(ctx context.Context, userCred mccli
 	}
 	for i := range mountedModels {
 		find := false
-		if _, ok := mdlFullNameInfos[mountedModels[i].ModelId]; ok {
+		if _, ok := mdlFullNameInfos[mountedModels[i].InstantModelId]; ok {
 			find = true
-			mdlFullNameInfos[mountedModels[i].ModelId].IsMounted = true
+			mdlFullNameInfos[mountedModels[i].InstantModelId].IsMounted = true
 		}
 		if isReset && !find {
 			// remove instant model not in mdlInfos
 			mountedModel := mountedModels[i]
-			log.Debugf("UpdateMountedModelFullNames remove model %s", mountedModel.ModelId)
-			_, err := GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, mountedModel.ModelId, "", "", &boolFalse, &boolFalse)
+			log.Debugf("UpdateMountedModelFullNames remove model %s", mountedModel.InstantModelId)
+			_, err := GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, mountedModel.InstantModelId, "", "", &boolFalse, &boolFalse)
 			if err != nil {
 				return errors.Wrap(err, "remove instant model")
 			}
@@ -685,10 +690,10 @@ func (llm *SLLM) UpdateMountedModelFullNames(ctx context.Context, userCred mccli
 
 	installModelFullNames := make([]string, 0)
 	for _, mdlFullNameInfo := range mdlFullNameInfos {
-		installModelFullNames = append(installModelFullNames, fmt.Sprintf("%s-%s", mdlFullNameInfo.ModelFullName, mdlFullNameInfo.ModelId))
+		installModelFullNames = append(installModelFullNames, fmt.Sprintf("%s-%s", mdlFullNameInfo.ModelFullName, mdlFullNameInfo.InstantModelId))
 		if !mdlFullNameInfo.IsMounted {
 			modelName, modelTag, _ := llm.GetLargeLanguageModelName(mdlFullNameInfo.ModelFullName)
-			_, err := GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, mdlFullNameInfo.ModelId, modelName, modelTag, &boolFalse, &boolTrue)
+			_, err := GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, mdlFullNameInfo.InstantModelId, modelName, modelTag, &boolFalse, &boolTrue)
 			if err != nil {
 				return errors.Wrap(err, "install model")
 			}
@@ -735,9 +740,9 @@ func (llm *SLLM) getMountingModelsPostOverlay(ctx context.Context, input apis.LL
 					continue
 				}
 			}
-			model, err := GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, mdl.ModelId, mdl.DisplayName, mdl.Tag, nil, nil)
+			model, err := GetLLMInstantModelManager().updateInstantModel(ctx, llm.Id, mdl.Id, mdl.DisplayName, mdl.Tag, nil, nil)
 			if err != nil {
-				return nil, nil, errors.Wrapf(err, "updateInstantModel %s", mdl.ModelId)
+				return nil, nil, errors.Wrapf(err, "updateInstantModel %s", mdl.Id)
 			}
 			models = append(models, *model)
 		}

pkg/llm/models/llm_save_instant_model.go

@@ -41,17 +41,23 @@ func (llm *SLLM) PerformSaveInstantModel(
 		return nil, httperrors.NewInvalidStatusError("LLM is not running")
 	}
 
-	mdlInfos, err := llm.getProbedInstantModelsExt(ctx, userCred, input.ModelId)
+	mdlInfos, err := llm.getProbedInstantModelsExt(ctx, userCred)
 	if err != nil {
 		return nil, errors.Wrap(err, "getProbedPackagesExt")
 	}
 
-	mdlInfo, ok := mdlInfos[input.ModelId]
-	if !ok {
+	var mdlInfo *api.LLMInternalInstantMdlInfo
+	for _, info := range mdlInfos {
+		if info.ModelId == input.ModelId {
+			mdlInfo = &info
+			break
+		}
+	}
+	if mdlInfo == nil {
 		return nil, httperrors.NewBadRequestError("ModelId %s not found", input.ModelId)
 	}
 
-	mountDirs, err := llm.detectModelPaths(ctx, userCred, mdlInfo)
+	mountDirs, err := llm.detectModelPaths(ctx, userCred, *mdlInfo)
 	if err != nil {
 		return nil, errors.Wrap(err, "detectModelPaths")
 	}
@@ -144,7 +150,7 @@ func (llm *SLLM) DoSaveModelImage(ctx context.Context, userCred mcclient.TokenCr
 
 	saveImageInput := computeapi.ContainerSaveVolumeMountToImageInput{
 		GenerateName:      input.ModelFullName,
-		Notes:             fmt.Sprintf("instance model image for %s(%s)", input.ModelId, instantModel.ModelName+":"+instantModel.ModelTag),
+		Notes:             fmt.Sprintf("instance model image for %s(%s)", instantModel.ModelId, instantModel.ModelName+":"+instantModel.ModelTag),
 		Index:             0,
 		Dirs:              saveDirs,
 		UsedByPostOverlay: true,

pkg/llm/models/llm_sku.go

@@ -109,6 +109,7 @@ func (manager *SLLMSkuManager) FetchCustomizeColumns(
 	}{}
 	q.All(&details)
 	res := make([]api.LLMSkuDetails, len(objs))
+	mountedModelIds := make([]string, 0)
 	for i, sku := range skus {
 		res[i].SharableVirtualResourceDetails = virows[i]
 		for _, v := range details {
@@ -117,6 +118,34 @@ func (manager *SLLMSkuManager) FetchCustomizeColumns(
 				break
 			}
 		}
+		if len(sku.MountedModels) > 0 {
+			mountedModelIds = append(mountedModelIds, sku.MountedModels...)
+		}
+	}
+
+	// fetch mounted models
+	if len(mountedModelIds) > 0 {
+		instModels := make(map[string]SInstantModel)
+		err := db.FetchModelObjectsByIds(GetInstantModelManager(), "id", mountedModelIds, &instModels)
+		if err != nil {
+			log.Errorf("FetchModelObjectsByIds InstantModelManager fail %s", err)
+		} else {
+			for i, sku := range skus {
+				if len(sku.MountedModels) > 0 {
+					res[i].MountedModelDetails = make([]api.MountedModelInfo, 0)
+					for _, modelId := range sku.MountedModels {
+						if instModel, ok := instModels[modelId]; ok {
+							info := api.MountedModelInfo{
+								Id:       instModel.Id,
+								ModelId:  instModel.ModelId,
+								FullName: instModel.ModelName + ":" + instModel.ModelTag,
+							}
+							res[i].MountedModelDetails = append(res[i].MountedModelDetails, info)
+						}
+					}
+				}
+			}
+		}
 	}
 	{
 		images := make(map[string]SLLMImage)

pkg/llm/models/volume.go

@@ -62,7 +62,7 @@ type SVolume struct {
 	TemplateId string `width:"128" charset:"ascii" nullable:"true" list:"user" create:"admin_optional" update:"user"`
 	// size in MB
 	SizeMB     int                          `nullable:"false" default:"0" create:"optional" list:"user" update:"user"`
-	SvrId      string                       `width:"128" charset:"ascii" nullable:"true" list:"user"`
+	CmpId      string                       `width:"128" charset:"ascii" nullable:"true" list:"user"`
 	Containers api.ContainerVolumeRelations `charset:"utf8" nullable:"true" list:"user" create:"optional"`
 }
 
@@ -106,17 +106,17 @@ func (volume *SVolume) UpdateMountedModelFullNames(mountModels []string) error {
 }
 
 func (volume *SVolume) GetDisk(ctx context.Context) (*computeapi.DiskDetails, error) {
-	if len(volume.SvrId) == 0 {
+	if len(volume.CmpId) == 0 {
 		return nil, errors.ErrInvalidStatus
 	}
 	s := auth.GetAdminSession(ctx, "")
 	disk := computeapi.DiskDetails{}
-	resp, err := compute.Disks.GetById(s, volume.SvrId, jsonutils.Marshal(map[string]interface{}{
+	resp, err := compute.Disks.GetById(s, volume.CmpId, jsonutils.Marshal(map[string]interface{}{
 		"scope": "max",
 	}))
 	if err != nil {
 		if httputils.ErrorCode(err) == 404 {
-			return nil, errors.Wrapf(errors.ErrNotFound, "GetById %s", volume.SvrId)
+			return nil, errors.Wrapf(errors.ErrNotFound, "GetById %s", volume.CmpId)
 		}
 		return nil, errors.Wrap(err, "fetch disk")
 	}

pkg/llm/tasks/dify/dify_create_task.go

@@ -56,10 +56,10 @@ func (task *DifyCreateTask) OnInit(ctx context.Context, obj db.IStandaloneModel,
 		}
 
 		db.Update(dify, func() error {
-			dify.SvrId = serverId
+			dify.CmpId = serverId
 			return nil
 		})
-		dify.SvrId = serverId
+		dify.CmpId = serverId
 		return nil
 	})
 	// var expectStatus []string
@@ -91,7 +91,7 @@ func (task *DifyCreateTask) OnDifyRefreshStatusComplete(ctx context.Context, dif
 	// 创建磁盘
 	for _, disk := range server.DisksInfo {
 		volume := models.SVolume{}
-		volume.SvrId = disk.Id
+		volume.CmpId = disk.Id
 		volume.LLMId = dify.Id
 		volume.SizeMB = disk.SizeMb
 		volume.Name = disk.Name

pkg/llm/tasks/dify/dify_delete_task.go

@@ -33,7 +33,7 @@ func (task *DifyDeleteTask) OnInit(ctx context.Context, obj db.IStandaloneModel,
 	dify := obj.(*models.SDify)
 	dify.SetStatus(ctx, task.UserCred, api.LLM_STATUS_DELETING, "start delete")
 
-	if len(dify.SvrId) == 0 {
+	if len(dify.CmpId) == 0 {
 		task.OnDifyRefreshStatusComplete(ctx, dify, nil)
 		return
 	}

pkg/llm/tasks/dify/dify_start_task.go

@@ -45,7 +45,7 @@ func (t *DifyStartTask) requestStart(ctx context.Context, dify *models.SDify) {
 	t.SetStage("OnStarted", nil)
 	s := auth.GetSession(ctx, t.GetUserCred(), options.Options.Region)
 	err := s.WithTaskCallback(t.GetId(), func() error {
-		_, err := compute.Servers.PerformAction(s, dify.SvrId, "start", nil)
+		_, err := compute.Servers.PerformAction(s, dify.CmpId, "start", nil)
 		return err
 	})
 	if err != nil {

pkg/llm/tasks/dify/dify_stop_task.go

@@ -57,7 +57,7 @@ func (task *DifyStopTask) OnInit(ctx context.Context, obj db.IStandaloneModel, b
 	task.SetStage("OnStopComplete", nil)
 	s := auth.GetSession(ctx, task.UserCred, "")
 	s.WithTaskCallback(task.GetId(), func() error {
-		_, err = compute.Servers.PerformAction(s, dify.SvrId, "stop", nil)
+		_, err = compute.Servers.PerformAction(s, dify.CmpId, "stop", nil)
 		return err
 	})
 	if err != nil {

pkg/llm/tasks/llm/llm_create_task.go

@@ -56,10 +56,10 @@ func (task *LLMCreateTask) OnInit(ctx context.Context, obj db.IStandaloneModel,
 		}
 
 		db.Update(llm, func() error {
-			llm.SvrId = serverId
+			llm.CmpId = serverId
 			return nil
 		})
-		llm.SvrId = serverId
+		llm.CmpId = serverId
 		return nil
 	})
 	if err != nil {
@@ -99,7 +99,7 @@ func (task *LLMCreateTask) OnLLMRefreshStatusComplete(ctx context.Context, llm *
 	// 创建磁盘
 	for _, disk := range server.DisksInfo {
 		volume := models.SVolume{}
-		volume.SvrId = disk.Id
+		volume.CmpId = disk.Id
 		volume.LLMId = llm.Id
 		volume.SizeMB = disk.SizeMb
 		volume.Name = disk.Name

pkg/llm/tasks/llm/llm_delete_task.go

@@ -34,7 +34,7 @@ func (task *LLMDeleteTask) OnInit(ctx context.Context, obj db.IStandaloneModel,
 	llm := obj.(*models.SLLM)
 	llm.SetStatus(ctx, task.UserCred, api.LLM_STATUS_DELETING, "start delete")
 
-	if len(llm.SvrId) == 0 {
+	if len(llm.CmpId) == 0 {
 		task.OnLLMRefreshStatusComplete(ctx, llm, nil)
 		return
 	}

pkg/llm/tasks/llm/llm_start_task.go

@@ -45,7 +45,7 @@ func (t *LLMStartTask) requestStart(ctx context.Context, llm *models.SLLM) {
 	t.SetStage("OnStarted", nil)
 	s := auth.GetSession(ctx, t.GetUserCred(), options.Options.Region)
 	err := s.WithTaskCallback(t.GetId(), func() error {
-		_, err := compute.Servers.PerformAction(s, llm.SvrId, "start", nil)
+		_, err := compute.Servers.PerformAction(s, llm.CmpId, "start", nil)
 		return err
 	})
 	if err != nil {

pkg/llm/tasks/llm/llm_stop_task.go

@@ -57,7 +57,7 @@ func (task *LLMStopTask) OnInit(ctx context.Context, obj db.IStandaloneModel, bo
 	task.SetStage("OnStopComplete", nil)
 	s := auth.GetSession(ctx, task.UserCred, "")
 	err = s.WithTaskCallback(task.GetId(), func() error {
-		_, err = compute.Servers.PerformAction(s, llm.SvrId, "stop", nil)
+		_, err = compute.Servers.PerformAction(s, llm.CmpId, "stop", nil)
 		return err
 	})
 	if err != nil {

pkg/llm/tasks/llm/llm_sync_status_task.go

@@ -51,7 +51,7 @@ func (task *LLMSyncStatusTask) OnInit(ctx context.Context, obj db.IStandaloneMod
 	task.setLLMStatus(ctx, llm, apis.LLM_STATUS_SYNCSTATUS, "LLMSyncStatusTask.OnInit")
 
 	s := auth.GetSession(ctx, task.UserCred, "")
-	_, err := compute.Servers.PerformAction(s, llm.SvrId, "syncstatus", nil)
+	_, err := compute.Servers.PerformAction(s, llm.CmpId, "syncstatus", nil)
 	if err != nil {
 		task.taskFailed(ctx, llm, err.Error())
 		return
@@ -93,7 +93,7 @@ func (task *LLMSyncStatusTask) OnInit(ctx context.Context, obj db.IStandaloneMod
 				IsForce:     true,
 				TimeoutSecs: 10,
 			}
-			_, err := compute.Servers.PerformAction(s, llm.SvrId, "stop", jsonutils.Marshal(params))
+			_, err := compute.Servers.PerformAction(s, llm.CmpId, "stop", jsonutils.Marshal(params))
 			if err != nil {
 				return nil, errors.Wrap(err, "ServerStop")
 			}

pkg/llm/tasks/volume/volume_delete_task.go

@@ -40,12 +40,12 @@ func (volumeDeleteTask *VolumeDeleteTask) taskComplete(ctx context.Context, volu
 
 func (volumeDeleteTask *VolumeDeleteTask) OnInit(ctx context.Context, obj db.IStandaloneModel, body jsonutils.JSONObject) {
 	volume := obj.(*models.SVolume)
-	if len(volume.SvrId) == 0 {
+	if len(volume.CmpId) == 0 {
 		volumeDeleteTask.taskComplete(ctx, volume)
 		return
 	}
 	s := auth.GetSession(ctx, volumeDeleteTask.UserCred, "")
-	_, err := compute.Disks.Delete(s, volume.SvrId, nil)
+	_, err := compute.Disks.Delete(s, volume.CmpId, nil)
 	if err != nil {
 		if httputils.ErrorCode(err) == 404 {
 			volumeDeleteTask.taskComplete(ctx, volume)
@@ -55,7 +55,7 @@ func (volumeDeleteTask *VolumeDeleteTask) OnInit(ctx context.Context, obj db.ISt
 		return
 	}
 	for i := 0; i < 60; i++ {
-		_, err := compute.Disks.GetById(s, volume.SvrId, jsonutils.Marshal(map[string]interface{}{
+		_, err := compute.Disks.GetById(s, volume.CmpId, jsonutils.Marshal(map[string]interface{}{
 			"scope": "max",
 		}))
 		if err != nil {

scripts/download_ollama_models.sh

@@ -1,137 +0,0 @@
-#!/bin/bash
-
-# 脚本: Ollama 模型安全下载器
-# 描述: 此脚本根据输入的模型名称（例如 "qwen3:8b"）安全地下载 Ollama 模型文件。
-#       它使用临时文件进行下载，并在成功后重命名，以防止文件损坏。
-#
-# 用法: ./download_model.sh <模型名称:标签>
-# 示例: ./download_model.sh qwen3:8b
-
-# --- 配置 ---
-
-# Ollama 注册表的基础 URL
-LLM_OLLAMA_LIBRARY_BASE_URL="https://registry.ollama.ai/v2/library"
-# 模型在主机上保存的基础路径
-LLM_OLLAMA_HOST_PATH="/opt/ollama-models"
-# 主机上的清单目录
-LLM_OLLAMA_HOST_MANIFESTS_DIR="/manifests"
-# 主机上的 blob 目录
-LLM_OLLAMA_HOST_BLOBS_DIR="/blobs"
-
-# --- 脚本 ---
-
-# 检查是否提供了模型名称作为参数
-if [ -z "$1" ]; then
-  echo "错误：未提供模型名称。"
-  echo "用法: $0 <模型名称:标签>"
-  exit 1
-fi
-
-# 从输入参数中解析模型名称和标签
-MODEL_FULL_NAME=$1
-MODEL_NAME=$(echo "$MODEL_FULL_NAME" | cut -d':' -f1)
-MODEL_TAG=$(echo "$MODEL_FULL_NAME" | cut -d':' -f2)
-
-# 检查模型名称和标签是否已成功解析
-if [ "$MODEL_NAME" == "$MODEL_TAG" ] || [ -z "$MODEL_TAG" ]; then
-  echo "错误：模型名称格式无效。应为 '名称:标签' (例如 'qwen3:8b')。"
-  exit 1
-fi
-
-echo "开始安全下载模型: $MODEL_FULL_NAME"
-echo "----------------------------------------"
-
-# --- 1. 下载清单文件 ---
-
-# 创建清单文件要保存的目录 (如果不存在)
-MANIFEST_DIR="$LLM_OLLAMA_HOST_PATH$LLM_OLLAMA_HOST_MANIFESTS_DIR"
-mkdir -p "$MANIFEST_DIR"
-
-# 构造清单文件的 URL、最终路径和临时路径
-MANIFEST_SUFFIX_URL="$MODEL_NAME/manifests/$MODEL_TAG"
-MANIFEST_URL="$LLM_OLLAMA_LIBRARY_BASE_URL/$MANIFEST_SUFFIX_URL"
-MANIFEST_FILE_PATH="$MANIFEST_DIR/$MODEL_NAME-$MODEL_TAG"
-MANIFEST_FILE_PATH_TMP="${MANIFEST_FILE_PATH}.tmp"
-
-echo "步骤 1: 正在从 $MANIFEST_URL 下载清单..."
-
-# 检查最终文件是否已存在，如果存在则跳过
-if [ -f "$MANIFEST_FILE_PATH" ]; then
-    echo "清单文件已存在，跳过下载。"
-else
-    # 使用 wget 下载到临时文件
-    wget --quiet --show-progress -O "$MANIFEST_FILE_PATH_TMP" "$MANIFEST_URL"
-    # 检查 wget 的退出状态
-    if [ $? -eq 0 ]; then
-        # 如果成功，重命名临时文件
-        mv "$MANIFEST_FILE_PATH_TMP" "$MANIFEST_FILE_PATH"
-        echo "清单已成功下载到: $MANIFEST_FILE_PATH"
-    else
-        # 如果失败，打印错误并删除临时文件
-        echo "错误：下载清单失败。请检查模型名称是否正确以及网络连接。"
-        rm -f "$MANIFEST_FILE_PATH_TMP"
-        exit 1
-    fi
-fi
-
-echo "----------------------------------------"
-
-# --- 2. 从清单中提取 Blob 的摘要 (digest) ---
-
-echo "步骤 2: 正在从清单文件中解析 blob 摘要..."
-# 使用 grep 和 sed 通过正则表达式提取所有 blob 的 digest
-BLOBS=$(grep -o '"digest":"sha256:[^"]*' "$MANIFEST_FILE_PATH" | sed 's/"digest":"//')
-
-if [ -z "$BLOBS" ]; then
-  echo "警告：在清单文件中未找到任何 blob 摘要。"
-  exit 0
-fi
-
-echo "已找到以下 blobs:"
-echo "$BLOBS"
-echo "----------------------------------------"
-
-# --- 3. 下载所有 Blob 文件 ---
-
-echo "步骤 3: 正在下载所有 blob 文件..."
-# 创建 blob 文件要保存的目录 (如果不存在)
-BLOBS_DIR="$LLM_OLLAMA_HOST_PATH$LLM_OLLAMA_HOST_BLOBS_DIR"
-mkdir -p "$BLOBS_DIR"
-
-# 逐行遍历所有提取出的 blob 摘要
-for BLOB in $BLOBS; do
-  # 将 blob 摘要中的 "sha256:" 替换为 "sha256-" 以用作文件名
-  BLOB_FILENAME=$(echo "$BLOB" | sed 's/sha256:/sha256-/')
-  BLOB_FILE_PATH="$BLOBS_DIR/$BLOB_FILENAME"
-  BLOB_FILE_PATH_TMP="${BLOB_FILE_PATH}.tmp"
-
-  # 如果最终文件已经存在，则跳过下载
-  if [ -f "$BLOB_FILE_PATH" ]; then
-    echo "  文件已存在, 跳过下载: $BLOB_FILENAME"
-    continue
-  fi
-
-  # 构造 blob 的下载 URL
-  BLOB_URL="$LLM_OLLAMA_LIBRARY_BASE_URL/$MODEL_NAME/blobs/$BLOB"
-
-  echo "  正在下载 $BLOB..."
-  # 使用 wget 下载 blob 到临时文件
-  wget --quiet --show-progress -O "$BLOB_FILE_PATH_TMP" "$BLOB_URL"
-  
-  # 检查 wget 的退出状态
-  if [ $? -eq 0 ]; then
-    # 如果成功，重命名临时文件
-    mv "$BLOB_FILE_PATH_TMP" "$BLOB_FILE_PATH"
-    echo "  已成功保存到: $BLOB_FILE_PATH"
-  else
-    # 如果失败，打印错误并删除临时文件
-    echo "  错误：下载 blob $BLOB 失败。已从 $BLOB_URL 尝试下载。"
-    rm -f "$BLOB_FILE_PATH_TMP"
-    # 如果希望在任何一个 blob 下载失败时立即中止整个脚本，请取消下一行的注释
-    # exit 1 
-  fi
-done
-
-echo "----------------------------------------"
-echo "所有任务已完成。"
-echo "模型 '$MODEL_FULL_NAME' 已成功下载到 '$LLM_OLLAMA_HOST_PATH'。"