Update README.md

Author: rahlk

README.md

@@ -6,22 +6,22 @@
 
 <p align='center'>
   <a href="https://arxiv.org/abs/2410.13007">
-    <img src="https://img.shields.io/badge/arXiv-2410.13007-b31b1b?style=flat-square" />
+    <img src="https://img.shields.io/badge/arXiv-2410.13007-b31b1b?style=for-the-badge" />
   </a>
   <a href="https://www.python.org/downloads/release/python-3110/">
-    <img src="https://img.shields.io/badge/python-3.11-blue?style=flat-square" />
+    <img src="https://img.shields.io/badge/python-3.11-blue?style=for-the-badge" />
   </a>
   <a href="https://opensource.org/licenses/Apache-2.0">
-    <img src="https://img.shields.io/badge/License-Apache%202.0-green?style=flat-square" />
+    <img src="https://img.shields.io/badge/License-Apache%202.0-green?style=for-the-badge" />
   </a>
   <a href="https://ibm.github.io/codellm-devkit/">
-    <img src="https://img.shields.io/badge/GitHub%20Pages-Docs-blue?style=flat-square" />
+    <img src="https://img.shields.io/badge/GitHub%20Pages-Docs-blue?style=for-the-badge" />
   </a>
   <a href="https://badge.fury.io/py/cldk">
-    <img src="https://img.shields.io/pypi/v/cldk?style=flat-square&label=codellm-devkit&color=blue" />
+    <img src="https://img.shields.io/pypi/v/cldk?style=for-the-badge&label=codellm-devkit&color=blue" />
   </a>
   <a href="https://discord.gg/zEjz9YrmqN">
-    <img src="https://dcbadge.limes.pink/api/server/https://discord.gg/zEjz9YrmqN?style=flat-square"/>
+    <img src="https://dcbadge.limes.pink/api/server/https://discord.gg/zEjz9YrmqN?style=for-the-badge"/>
   </a>
 </p>