diff --git a/docs/design/arch_overview.md b/docs/design/arch_overview.md
index 75d3e1b7ccc7..14720a392aaf 100644
--- a/docs/design/arch_overview.md
+++ b/docs/design/arch_overview.md
@@ -48,8 +48,7 @@ for output in outputs:
     print(f"Prompt: {prompt!r}, Generated text: {generated_text!r}")
 ```
 
-More API details can be found in the [Offline Inference]
-(#offline-inference-api) section of the API docs.
+More API details can be found in the [Offline Inference](#offline-inference-api) section of the API docs.
 
 The code for the `LLM` class can be found in <gh-file:vllm/entrypoints/llm.py>.