diff --git a/README.md b/README.md
index f1fb48f..6e666d7 100644
--- a/README.md
+++ b/README.md
@@ -24,8 +24,8 @@ We developed four versions of AnimateDiff: `v1`, `v2` and `v3` for [Stable Diffu
 
 ## Next
 - [ ] Update to latest diffusers version
-- [ ] Update Gradio Demo
-- [ ] Release Training Scripts
+- [ ] Update Gradio demo
+- [ ] Release training scripts
 - [x] Release AnimateDiff v3 and SparseCtrl
 
 ## Gallery
@@ -145,7 +145,7 @@ python -m scripts.animate --config configs/prompts/v3/v3-3-sketch-RealisticVisio
 ### Limitations
 1. Small fickering is noticable. To be solved in future versions;
 2. To stay compatible with comunity models, there is no specific optimizations for general T2V, leading to limited visual quality under this setting;
-3. **For usage such as image animation/interpolation, it's recommanded to use images generated by the same community model.**
+3. **(Style Alignment) For usage such as image animation/interpolation, it's recommanded to use images generated by the same community model.**
 
 
 ## [2023.11] AnimateDiff SDXL-Beta