diff --git a/doc/release-note.md b/doc/release-note.md
index e9372883..72f69da0 100644
--- a/doc/release-note.md
+++ b/doc/release-note.md
@@ -1,3 +1,24 @@
+## v0.1.1
+
+### Distributed
+
+- Broadcast data-parallel parameters before training.
+
+### Megatron adaption
+
+- Initialize `FMoELinear` parameters using different seed in model parallel even using the same random seed in megatron.
+- Use proper comm for mp and dp.
+
+### Transformer-XL example
+
+- Improve scripts.
+
+### Misc
+
+- Logo and slack workspace link.
+- Document in Chinese.
+- Figures to explain how FastMoE works.
+
 ## v0.1.0
 
 ### Functions
diff --git a/setup.py b/setup.py
index ddd3a15a..0929cac9 100644
--- a/setup.py
+++ b/setup.py
@@ -15,9 +15,9 @@
 
 if __name__ == '__main__':
     setuptools.setup(
-        name='fmoe',
-        version='0.1.0',
-        description='An efficient Mixture-of-Experts impl. for PyTorch',
+        name='fastmoe',
+        version='0.1.1',
+        description='An efficient Mixture-of-Experts system for PyTorch',
         author='Jiaao He, Jiezhong Qiu and Aohan Zeng',
         author_email='hja20@mails.tsinghua.edu.cn',
         license='Apache-2',