diff --git a/README.md b/README.md
index 44f53102..3d30e35e 100644
--- a/README.md
+++ b/README.md
@@ -23,6 +23,8 @@ Our vision for KTransformers is to serve as a flexible platform for experimentin
 
 <h2 id="Updates">🔥 Updates</h2>
 
+* **July 11, 2025**: Support Kimi-K2. [Usage](./doc/en/Kimi-K2.md)
+
 * **June 30, 2025**: Support 3-layer (GPU-CPU-Disk) [prefix cache](./doc/en/prefix_cache.md) reuse.
 
 * **May 14, 2025**: Support Intel Arc GPU ([Tutorial](./doc/en/xpu.md)).