diff --git a/README.md b/README.md
index fa9af39..c9990a9 100644
--- a/README.md
+++ b/README.md
@@ -48,11 +48,7 @@ optimizer: Adam
 
 ### Usage:
 
-download model with `git-lfs`
-```bash
-git lfs install
-git clone https://github.com/shreydan/liteCLIP.git
-```
+download model from `Releases`, save in `./model` dir as `liteclip2.pt`
 
 ```python
 from liteclip import ZeroShotPipeline