diff --git a/docs/source/user_guide/release_notes.md b/docs/source/user_guide/release_notes.md
index 89cee6d0..dbbab436 100644
--- a/docs/source/user_guide/release_notes.md
+++ b/docs/source/user_guide/release_notes.md
@@ -123,7 +123,7 @@ This is the first release candidate of v0.12.0 for vLLM Ascend. We landed lots o
 - DeepSeek 3.2 doesn't work with chat template. It because that vLLM v0.12.0 doesn't support it. We'll support in the next v0.13.0rc1 version.
 - DeepSeek 3.2 doesn't work with high concurrency in some case. We'll fix it in next release. [#4996](https://github.com/vllm-project/vllm-ascend/pull/4996)
 - We notice that bf16/fp16 model doesn't perform well, it's mainly because that `VLLM_ASCEND_ENABLE_NZ` is enabled by default. Please set `VLLM_ASCEND_ENABLE_NZ=0` to disable it. We'll add the auto detection mechanism in next release.
-- speculative decode method `suffix` doesn't work. We'll fix it in next release. You can pick this commit to fix the issue: [#4813](https://github.com/vllm-project/vllm-ascend/pull/4813)
+- speculative decode method `suffix` doesn't work. We'll fix it in next release. You can pick this commit to fix the issue: [#5010](https://github.com/vllm-project/vllm-ascend/pull/5010)
 
 ## v0.11.0rc3 - 2025.12.03
 This is the third release candidate of v0.11.0 for vLLM Ascend. For quality reasons, we released a new rc before the official release. Thanks for all your feedback. Please follow the [official doc](https://vllm-ascend.readthedocs.io/en/v0.11.0-dev) to get started.