diff --git a/docs/docs/hardware-platforms/ascend-npus/getting-started/installation.mdx b/docs/docs/hardware-platforms/ascend-npus/getting-started/installation.mdx
index 399ec006b..54b7e3f4b 100644
--- a/docs/docs/hardware-platforms/ascend-npus/getting-started/installation.mdx
+++ b/docs/docs/hardware-platforms/ascend-npus/getting-started/installation.mdx
@@ -42,8 +42,8 @@ Each CANN version requires its own matched set of component versions — do not
     </tr>
     <tr>
       <td style={{padding: "9px 12px", fontWeight: 500, backgroundColor: "rgba(255,255,255,0.02)"}}>MemFabric</td>
-      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.05)"}}>1.0.8</td>
-      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.02)"}}>`pip install memfabric-hybrid==1.0.8`</td>
+      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.05)"}}>1.1.4</td>
+      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.02)"}}>`pip install memfabric-hybrid==1.1.4`</td>
     </tr>
     <tr>
       <td style={{padding: "9px 12px", fontWeight: 500, backgroundColor: "rgba(255,255,255,0.02)"}}>Triton</td>
@@ -52,13 +52,13 @@ Each CANN version requires its own matched set of component versions — do not
     </tr>
     <tr>
       <td style={{padding: "9px 12px", fontWeight: 500, backgroundColor: "rgba(255,255,255,0.02)"}}>SGLang NPU Kernel</td>
-      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.05)"}}>2026.05.01.post3</td>
-      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.02)"}}><a href="https://github.com/sgl-project/sgl-kernel-npu/releases/tag/2026.05.01.post3">link</a></td>
+      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.05)"}}>2026.9.0</td>
+      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.02)"}}><a href="https://github.com/sgl-project/sgl-kernel-npu/releases/tag/2026.9.0">link</a></td>
     </tr>
     <tr>
       <td style={{padding: "9px 12px", fontWeight: 500, backgroundColor: "rgba(255,255,255,0.02)"}}>MemFabric-zbal</td>
-      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.05)"}}>1.1.1</td>
-      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.02)"}}>`pip install memfabric-zbal==1.1.1`</td>
+      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.05)"}}>1.1.2</td>
+      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.02)"}}>`pip install memfabric-zbal==1.1.2`</td>
     </tr>
   </tbody>
 </table>
diff --git a/python/pyproject_npu.toml b/python/pyproject_npu.toml
index 116a5e3e9..ff61e0af7 100644
--- a/python/pyproject_npu.toml
+++ b/python/pyproject_npu.toml
@@ -33,6 +33,8 @@ dependencies = [
   "interegular",
   "IPython",
   "llguidance>=1.7.6,<2.0.0",
+  "memfabric-hybrid==1.1.4",
+  "memfabric-zbal==1.1.2",
   "mistral_common>=1.11.5",
   "modelscope",
   "msgspec",
@@ -66,8 +68,6 @@ dependencies = [
   "uvloop",
   "xxhash",
   "xgrammar==0.2.1",
-  "memfabric-hybrid==1.1.4",
-  "memfabric-zbal==1.2.0",
 ]
 
 [project.optional-dependencies]