diff --git a/.codegraph/codegraph.db b/.codegraph/codegraph.db
new file mode 100644
index 00000000..9f1807ae
Binary files /dev/null and b/.codegraph/codegraph.db differ
diff --git a/docs/key-features/device-sharing.md b/docs/key-features/device-sharing.md
index bfef06bb..11c6dbc7 100644
--- a/docs/key-features/device-sharing.md
+++ b/docs/key-features/device-sharing.md
@@ -15,7 +15,7 @@ HAMi's device sharing enables:
- **Non-intrusive control:** Requires zero changes to existing programs while managing resource allocation.
- **Dynamic MIG support:** Supports on-the-fly MIG adjustments using mig-parted for dynamic-mig.
-
+
## Benefits {#benefits}
diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/key-features/device-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/current/key-features/device-sharing.md
index dd56b2a0..a4a12c90 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/current/key-features/device-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/current/key-features/device-sharing.md
@@ -16,7 +16,7 @@ HAMi 的设备共享能力包括:
- **无侵入式控制:** 无需修改现有程序即可实现资源分配管理。
- **动态 MIG 支持:** 支持通过 MIG 切片动态调整 MIG,实现动态 MIG 切片能力。
-
+
## 优势 {#benefits}
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/key-features/device-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/key-features/device-sharing.md
index 6150aa85..7f24ae60 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/key-features/device-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/key-features/device-sharing.md
@@ -7,4 +7,4 @@ title: Device sharing
- Permits partial device allocation by specifying device core usage.
- Requires zero changes to existing programs.
-
+
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.5.0/key-features/device-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.5.0/key-features/device-sharing.md
index e78ac143..f87d01a7 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.5.0/key-features/device-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.5.0/key-features/device-sharing.md
@@ -14,7 +14,7 @@ HAMi 提供了强大的设备共享功能,允许多个任务共享同一个 GP
- **无侵入控制:** 不需要对现有程序进行任何更改就能控制资源分配。
- **动态 MIG 支持:** 支持通过 mig-parted 动态调整 MIG 设备来支持 dynamic-mig。
-
+
通过这些特性,HAMi 确保了在共享设备的情况下,每个任务的资源共享和安全性。
这使得各组织能够更灵活、高效地利用其 AI 计算基础设施,满足不同任务的资源需求。
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.5.1/key-features/device-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.5.1/key-features/device-sharing.md
index d1df12b9..47f5a3fd 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.5.1/key-features/device-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.5.1/key-features/device-sharing.md
@@ -8,4 +8,4 @@ translated: true
- 通过指定设备核心使用情况允许部分设备分配。
- 不需要对现有程序进行任何更改。
-
+
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.6.0/key-features/device-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.6.0/key-features/device-sharing.md
index 4493e32f..a30ab6e9 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.6.0/key-features/device-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.6.0/key-features/device-sharing.md
@@ -9,4 +9,4 @@ translated: true
- 无需对现有程序进行任何修改
- 支持动态 MIG 切片能力,样例
-
+
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/key-features/device-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/key-features/device-sharing.md
index 4493e32f..a30ab6e9 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/key-features/device-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/key-features/device-sharing.md
@@ -9,4 +9,4 @@ translated: true
- 无需对现有程序进行任何修改
- 支持动态 MIG 切片能力,样例
-
+
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/key-features/device-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/key-features/device-sharing.md
index 4493e32f..a30ab6e9 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/key-features/device-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/key-features/device-sharing.md
@@ -9,4 +9,4 @@ translated: true
- 无需对现有程序进行任何修改
- 支持动态 MIG 切片能力,样例
-
+
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.9.0/key-features/device-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.9.0/key-features/device-sharing.md
index dd56b2a0..a4a12c90 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.9.0/key-features/device-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.9.0/key-features/device-sharing.md
@@ -16,7 +16,7 @@ HAMi 的设备共享能力包括:
- **无侵入式控制:** 无需修改现有程序即可实现资源分配管理。
- **动态 MIG 支持:** 支持通过 MIG 切片动态调整 MIG,实现动态 MIG 切片能力。
-
+
## 优势 {#benefits}
diff --git a/static/img/docs/common/key-features/example.png b/static/img/docs/common/key-features/example.png
deleted file mode 100644
index 0f407f4d..00000000
Binary files a/static/img/docs/common/key-features/example.png and /dev/null differ
diff --git a/static/img/docs/en/key-features/example.svg b/static/img/docs/en/key-features/example.svg
new file mode 100644
index 00000000..40e8d885
--- /dev/null
+++ b/static/img/docs/en/key-features/example.svg
@@ -0,0 +1,378 @@
+
+
+
diff --git a/static/img/docs/zh/key-features/example.svg b/static/img/docs/zh/key-features/example.svg
new file mode 100644
index 00000000..b0067200
--- /dev/null
+++ b/static/img/docs/zh/key-features/example.svg
@@ -0,0 +1,390 @@
+
+
+
diff --git a/versioned_docs/version-v1.3.0/key-features/device-sharing.md b/versioned_docs/version-v1.3.0/key-features/device-sharing.md
index 89e7d288..a8a11055 100644
--- a/versioned_docs/version-v1.3.0/key-features/device-sharing.md
+++ b/versioned_docs/version-v1.3.0/key-features/device-sharing.md
@@ -7,4 +7,4 @@ title: Device sharing
- Permits partial device allocation by specifying device core usage.
- Requires zero changes to existing programs.
-
+
diff --git a/versioned_docs/version-v2.4.1/key-features/device-sharing.md b/versioned_docs/version-v2.4.1/key-features/device-sharing.md
index d3bbd398..197b20e7 100644
--- a/versioned_docs/version-v2.4.1/key-features/device-sharing.md
+++ b/versioned_docs/version-v2.4.1/key-features/device-sharing.md
@@ -7,4 +7,4 @@ title: Device sharing
- Permits partial device allocation by specifying device core usage.
- Requires zero changes to existing programs.
-
\ No newline at end of file
+
\ No newline at end of file
diff --git a/versioned_docs/version-v2.5.0/key-features/device-sharing.md b/versioned_docs/version-v2.5.0/key-features/device-sharing.md
index d3bbd398..197b20e7 100644
--- a/versioned_docs/version-v2.5.0/key-features/device-sharing.md
+++ b/versioned_docs/version-v2.5.0/key-features/device-sharing.md
@@ -7,4 +7,4 @@ title: Device sharing
- Permits partial device allocation by specifying device core usage.
- Requires zero changes to existing programs.
-
\ No newline at end of file
+
\ No newline at end of file
diff --git a/versioned_docs/version-v2.5.1/key-features/device-sharing.md b/versioned_docs/version-v2.5.1/key-features/device-sharing.md
index 08e75b99..730c583f 100644
--- a/versioned_docs/version-v2.5.1/key-features/device-sharing.md
+++ b/versioned_docs/version-v2.5.1/key-features/device-sharing.md
@@ -14,7 +14,7 @@ HAMi's device sharing enables:
- **Non-intrusive control:** Requires zero changes to existing programs while managing resource allocation.
- **Dynamic MIG support:** Supports on-the-fly MIG adjustments using mig-parted for dynamic-mig.
-
+
By leveraging these features, HAMi enhances resource efficiency and security in shared-device environments.
Organizations can optimize their AI infrastructure for greater flexibility and performance while meeting diverse computational demands.
diff --git a/versioned_docs/version-v2.6.0/key-features/device-sharing.md b/versioned_docs/version-v2.6.0/key-features/device-sharing.md
index 08e75b99..730c583f 100644
--- a/versioned_docs/version-v2.6.0/key-features/device-sharing.md
+++ b/versioned_docs/version-v2.6.0/key-features/device-sharing.md
@@ -14,7 +14,7 @@ HAMi's device sharing enables:
- **Non-intrusive control:** Requires zero changes to existing programs while managing resource allocation.
- **Dynamic MIG support:** Supports on-the-fly MIG adjustments using mig-parted for dynamic-mig.
-
+
By leveraging these features, HAMi enhances resource efficiency and security in shared-device environments.
Organizations can optimize their AI infrastructure for greater flexibility and performance while meeting diverse computational demands.
diff --git a/versioned_docs/version-v2.7.0/key-features/device-sharing.md b/versioned_docs/version-v2.7.0/key-features/device-sharing.md
index 19797b9e..f9d53796 100644
--- a/versioned_docs/version-v2.7.0/key-features/device-sharing.md
+++ b/versioned_docs/version-v2.7.0/key-features/device-sharing.md
@@ -16,7 +16,7 @@ HAMi's device sharing enables:
- **Non-intrusive control:** Requires zero changes to existing programs while managing resource allocation.
- **Dynamic MIG support:** Supports on-the-fly MIG adjustments using mig-parted for dynamic-mig.
-
+
## Benefits {#benefits}
diff --git a/versioned_docs/version-v2.8.0/key-features/device-sharing.md b/versioned_docs/version-v2.8.0/key-features/device-sharing.md
index f9c48a0e..e3daed85 100644
--- a/versioned_docs/version-v2.8.0/key-features/device-sharing.md
+++ b/versioned_docs/version-v2.8.0/key-features/device-sharing.md
@@ -16,7 +16,7 @@ HAMi's device sharing enables:
- **Non-intrusive control:** Requires zero changes to existing programs while managing resource allocation.
- **Dynamic MIG support:** Supports on-the-fly MIG adjustments using mig-parted for dynamic-mig.
-
+
## Benefits {#benefits}
diff --git a/versioned_docs/version-v2.9.0/key-features/device-sharing.md b/versioned_docs/version-v2.9.0/key-features/device-sharing.md
index bfef06bb..11c6dbc7 100644
--- a/versioned_docs/version-v2.9.0/key-features/device-sharing.md
+++ b/versioned_docs/version-v2.9.0/key-features/device-sharing.md
@@ -15,7 +15,7 @@ HAMi's device sharing enables:
- **Non-intrusive control:** Requires zero changes to existing programs while managing resource allocation.
- **Dynamic MIG support:** Supports on-the-fly MIG adjustments using mig-parted for dynamic-mig.
-
+
## Benefits {#benefits}