diff --git a/README.md b/README.md
index f7f5775..a380996 100644
--- a/README.md
+++ b/README.md
@@ -27,7 +27,7 @@ source .venv/bin/activate
 ## Usage
 ```python
 import torch
-from MoMoE import MoMoE
+from momoe import MoMoE
 momoe = MoMoE(
     embedding_dim=2048, 
     intermediate_dim=1024,
@@ -73,4 +73,4 @@ We hope you enjoy our hyper-performant MoE!
     url={https://www.tilderesearch.com/blog/momoe},
     note={Blog post}
 }
-```
\ No newline at end of file
+```