diff --git a/README.md b/README.md
index 3c112725d..4ddfb136a 100644
--- a/README.md
+++ b/README.md
@@ -92,7 +92,7 @@ distributed training and inference in a few lines.
   - [Sequence Parallelism](https://arxiv.org/abs/2105.13120)
   - [Zero Redundancy Optimizer (ZeRO)](https://arxiv.org/abs/1910.02054)
 
-- Heterogeneous Memory Menagement 
+- Heterogeneous Memory Management 
   - [PatrickStar](https://arxiv.org/abs/2108.05818)
 
 - Friendly Usage
@@ -283,4 +283,4 @@ zero = dict(
 }
 ```
 
-<p align="right">(<a href="#top">back to top</a>)</p>
\ No newline at end of file
+<p align="right">(<a href="#top">back to top</a>)</p>