Update README.md

README.md

@@ -2606,8 +2606,7 @@ language:
 
 # Universal AnglE Embedding
 
-🔥 Our universal English sentence embedding `WhereIsAI/UAE-Large-V1` achieves SOTA on the [MTEB Leaderboard](https://huggingface.co/spaces/mteb/leaderboard) with an average score of 64.64!
-
+🔥 Our universal English sentence embedding `WhereIsAI/UAE-Large-V1` achieves **SOTA** on the [MTEB Leaderboard](https://huggingface.co/spaces/mteb/leaderboard) with an average score of 64.64!
 
 Our model is built upon the powerful BGE-Large, enhanced with [AnglE optimizing](https://github.com/SeanLee97/AnglE). 
 
@@ -2620,9 +2619,7 @@ Welcome to follow us on GitHub: https://github.com/SeanLee97/AnglE.
 python -m pip install -U angle-emb
 ```
 
-### UAE
-
-1) Non-Retrieval
+1) Non-Retrieval Tasks
 
 ```python
 from angle_emb import AnglE
@@ -2634,7 +2631,7 @@ vecs = angle.encode(['hello world1', 'hello world2'], to_numpy=True)
 print(vecs)
 ```
 
-2) Retrieval
+2) Retrieval Tasks
 
 For retrieval purposes, please use the prompt `Prompts.C`.
 
@@ -2650,6 +2647,7 @@ print(vecs)
 ```
 
 # Citation 
+
 If you use our pre-trained models, welcome to support us by citing our work:
 
 ```