diff --git a/README.md b/README.md
index 5e3cfd5..873e8d6 100644
--- a/README.md
+++ b/README.md
@@ -31,7 +31,7 @@
 
 - [x] 2025/08
 
-    - [x] Thanks to the contribution from NVIDIA Yuekai Zhang, add triton trtllm runtime support
+    - [x] Thanks to the contribution from NVIDIA Yuekai Zhang, add triton trtllm runtime support and cosyvoice2 grpo training support
 
 - [x] 2025/07