diff --git a/README.md b/README.md
index b5ae7485e..73553df57 100644
--- a/README.md
+++ b/README.md
@@ -12,12 +12,6 @@ An integrated large-scale model training system with efficient parallelization t
 
 ## Installation
 
-### PyPI
-
-```bash
-pip install colossalai
-```
-
 ### Install From Source (Recommended)
 
 > We **recommend** you to install from source as the Colossal-AI is updating frequently in the early versions. The documentation will be in line with the main branch of the repository. Feel free to raise an issue if you encounter any problem. :)
@@ -38,6 +32,17 @@ Install and enable CUDA kernel fusion (compulsory installation when using fused
 pip install -v --no-cache-dir --global-option="--cuda_ext" .
 ```
 
+### PyPI
+
+```bash
+pip install colossalai
+```
+
+## Documentation
+
+- [Documentation](https://www.colossalai.org/)
+
+
 ## Use Docker
 
 Run the following command to build a docker image from Dockerfile provided.