diff --git a/Dockerfile b/Dockerfile
index a4fcadb..c8ca053 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -5,7 +5,7 @@ RUN apt update -y && apt install -y gcc make wget
 ARG GO_VERSION=1.22.5
 RUN wget https://golang.google.cn/dl/go$GO_VERSION.linux-arm64.tar.gz
 RUN rm -rf /usr/local/go && tar -C /usr/local -xzf go$GO_VERSION.linux-arm64.tar.gz
-ENV PATH=/usr/local/go/bin:$PATH
+ENV PATH=/usr/local/go/bin:/root/go/bin:$PATH
 ARG GOPROXY
 ARG VERSION
 ADD . /build
diff --git a/Makefile b/Makefile
index 71bd182..342cb2a 100644
--- a/Makefile
+++ b/Makefile
@@ -7,7 +7,7 @@ all: ascend-device-plugin
 tidy:
 	$(GO) mod tidy
 
-lint:
+lint: tidy
 	$(GO) install github.com/golangci/golangci-lint/cmd/golangci-lint@v1.61.0
 	golangci-lint run
 
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..c7d6e06
--- /dev/null
+++ b/README.md
@@ -0,0 +1,60 @@
+# Ascend Device Plugin
+
+## 说明
+
+基于[HAMi](https://github.com/Project-HAMi/HAMi)调度机制的ascend device plugin。
+
+支持基于显存调度，显存是基于昇腾的虚拟化模板来切分的，会找到满足显存需求的最小模板来作为容器的显存。
+
+启动容器依赖[ascend-docker-runtime](https://gitee.com/ascend/ascend-docker-runtime)。
+
+## 编译
+
+### 编译二进制文件
+
+```bash
+make all
+```
+
+### 编译镜像
+
+```bash
+docker buildx build -t $IMAGE_NAME .
+```
+
+## 部署
+
+由于和HAMi的一些依赖关系，部署集成在HAMi的部署中，修改HAMi chart values中的以下部分即可。
+
+```yaml
+devices:
+  ascend:
+    enabled: true
+    image: "ascend-device-plugin:master"
+    imagePullPolicy: IfNotPresent
+    extraArgs: []
+    nodeSelector:
+      ascend: "on"
+    tolerations: []
+    resources:
+      - huawei.com/Ascend910A
+      - huawei.com/Ascend910A-memory
+      - huawei.com/Ascend910B
+      - huawei.com/Ascend910B-memory
+      - huawei.com/Ascend310P
+      - huawei.com/Ascend310P-memory
+```
+
+## 使用
+
+```yaml
+...
+    containers:
+    - name: npu_pod
+      ...
+      resources:
+        limits:
+          huawei.com/Ascend910B: "1"
+          # 不填写显存默认使用整张卡
+          huawei.com/Ascend910B-memory: "4096"
+```
diff --git a/go.mod b/go.mod
index 2bd40b9..5bdc517 100644
--- a/go.mod
+++ b/go.mod
@@ -66,6 +66,6 @@ require (
 )
 
 replace (
-	github.com/Project-HAMi/HAMi v0.0.0 => github.com/zoyopei/HAMi v0.0.0-20240911093519-601839823f68
+	github.com/Project-HAMi/HAMi v0.0.0 => github.com/zoyopei/HAMi v0.0.0-20240913070807-899199680605
 	huawei.com/npu-exporter/v6 => gitee.com/ascend/ascend-npu-exporter/v6 v6.0.0-RC2.b001
 )
diff --git a/go.sum b/go.sum
index c9b7d2e..d0b2403 100644
--- a/go.sum
+++ b/go.sum
@@ -125,8 +125,8 @@ github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673/go.mod h1:N3UwUGtsr
 github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
 github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
 github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
-github.com/zoyopei/HAMi v0.0.0-20240911093519-601839823f68 h1:WV8Qod2BWFsOqfRr4/X7EXve1bnJgh4EX8OW4doXGUY=
-github.com/zoyopei/HAMi v0.0.0-20240911093519-601839823f68/go.mod h1:lY4bmpcPiKWg0bVPCJFRH6xDW8p5PouIk/nIIU1I2d8=
+github.com/zoyopei/HAMi v0.0.0-20240913070807-899199680605 h1:5Zf/OYHoYhEQlaIs3/mtso6wlH3bAp5cFrpw2X+PZsc=
+github.com/zoyopei/HAMi v0.0.0-20240913070807-899199680605/go.mod h1:lY4bmpcPiKWg0bVPCJFRH6xDW8p5PouIk/nIIU1I2d8=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
diff --git a/manager.go b/manager.go
index 2d7c053..3d1ca4b 100644
--- a/manager.go
+++ b/manager.go
@@ -123,7 +123,7 @@ func (am *AscendManager) UpdateDevice() error {
 			return err
 		}
 		am.devs = append(am.devs, &Device{
-			UUID:     fmt.Sprintf("%s-%d", am.config.CommonWord, ID),
+			UUID:     fmt.Sprintf("%s-%d", am.config.CommonWord, phyID),
 			LogicID:  ID,
 			PhyID:    phyID,
 			CardID:   cardID,
diff --git a/server.go b/server.go
index c32d73e..e84b631 100644
--- a/server.go
+++ b/server.go
@@ -23,15 +23,15 @@ import (
 	"net"
 	"os"
 	"path"
-	"strconv"
-	"strings"
 	"time"
 
 	"github.com/Project-HAMi/HAMi/pkg/api"
+	"github.com/Project-HAMi/HAMi/pkg/device/ascend"
 	"github.com/Project-HAMi/HAMi/pkg/util"
 	"google.golang.org/grpc"
 	"google.golang.org/grpc/credentials/insecure"
 	v1 "k8s.io/api/core/v1"
+	"k8s.io/apimachinery/pkg/util/json"
 	"k8s.io/klog/v2"
 	"k8s.io/kubelet/pkg/apis/deviceplugin/v1beta1"
 )
@@ -187,9 +187,10 @@ func (ps *PluginServer) registerKubelet() error {
 func (ps *PluginServer) registerHAMi() error {
 	devs := ps.mgr.GetDevices()
 	apiDevices := make([]*api.DeviceInfo, 0, len(devs))
-	for _, dev := range devs {
+	// hami currently believes that the index starts from 0 and is continuous.
+	for i, dev := range devs {
 		apiDevices = append(apiDevices, &api.DeviceInfo{
-			Index:   int(dev.PhyID),
+			Index:   i,
 			ID:      dev.UUID,
 			Count:   1,
 			Devmem:  int32(dev.Memory),
@@ -248,25 +249,20 @@ func (ps *PluginServer) parsePodAnnotation(pod *v1.Pod) ([]int32, []string, erro
 	if !ok {
 		return nil, nil, fmt.Errorf("annotation %s not set", "huawei.com/Ascend")
 	}
+	var rtInfo []ascend.RuntimeInfo
+	err := json.Unmarshal([]byte(anno), &rtInfo)
+	if err != nil {
+		return nil, nil, fmt.Errorf("annotation %s value %s invalid", ps.allocAnno, anno)
+	}
 	var IDs []int32
 	var temps []string
-	ss := strings.Split(anno, ",")
-	for _, s := range ss {
-		if s == "" {
-			continue
+	for _, info := range rtInfo {
+		d := ps.mgr.GetDeviceByUUID(info.UUID)
+		if d == nil {
+			return nil, nil, fmt.Errorf("unknown uuid: %s", info.UUID)
 		}
-		is := strings.Split(s, "-")
-		phyID := 0
-		temp := ""
-		phyID, err := strconv.Atoi(is[0])
-		if err != nil {
-			return nil, nil, fmt.Errorf("annotation %s value %s invalid", ps.allocAnno, anno)
-		}
-		if len(is) == 2 {
-			temp = is[1]
-		}
-		IDs = append(IDs, int32(phyID))
-		temps = append(temps, temp)
+		IDs = append(IDs, d.PhyID)
+		temps = append(temps, info.Temp)
 	}
 	if len(IDs) == 0 {
 		return nil, nil, fmt.Errorf("annotation %s value %s invalid", ps.allocAnno, anno)
@@ -343,7 +339,9 @@ func (ps *PluginServer) Allocate(ctx context.Context, reqs *v1beta1.AllocateRequ
 	}
 	resp.Envs = make(map[string]string)
 	resp.Envs["ASCEND_VISIBLE_DEVICES"] = ascendVisibleDevices
-	resp.Envs["ASCEND_VNPU_SPECS"] = ascendVNPUSpec
+	if ascendVNPUSpec != "" {
+		resp.Envs["ASCEND_VNPU_SPECS"] = ascendVNPUSpec
+	}
 	klog.V(5).Infof("allocate response: %v", resp)
 	return &v1beta1.AllocateResponse{ContainerResponses: []*v1beta1.ContainerAllocateResponse{&resp}}, nil
 }