Update README.md

README.md

@@ -2606,20 +2606,7 @@ pipeline_tag: sentence-similarity
 
 
 <h1 align="center">FlagEmbedding</h1>
-<p align="center">
-    <a href="https://www.python.org/">
-            <img alt="Build" src="https://img.shields.io/badge/Contribution-Welcome-blue">
-    </a>
-    <a href="https://github.com/FlagOpen/FlagEmbedding/blob/master/LICENSE">
-        <img alt="License" src="https://img.shields.io/badge/LICENSE-MIT-green">
-    </a>
-    <a href="https://huggingface.co/C-MTEB">
-        <img alt="Build" src="https://img.shields.io/badge/C_MTEB-🤗-yellow">
-    </a>
-    <a href="https://github.com/FlagOpen/FlagEmbedding/tree/master/flag_embedding">
-        <img alt="Build" src="https://img.shields.io/badge/flag_embedding-1.0-red">
-    </a>
-</p>
+
 
 <h4 align="center">
     <p>
@@ -2632,6 +2619,7 @@ pipeline_tag: sentence-similarity
     <p>
 </h4>
 
+More details please refer to our github: [FlagEmbedding](https://github.com/FlagOpen/FlagEmbedding).
 
 [English](README.md) | [中文](README_zh.md)
 
@@ -2857,7 +2845,7 @@ hoping to promote the development of the embedding model community.
 
 
 ## Contact
-If you have any question or suggestion related to this project, feel free to open a issue or pull a request.
+If you have any question or suggestion related to this project, feel free to open an issue or pull a request.
 You also can email Shitao Xiao(stxiao@baai.ac.cn) and Zheng Liu(liuzheng@baai.ac.cn).