Update README.md

README.md

@@ -52,7 +52,7 @@ pinned: false
 
 <p align="center" style="margin-top: 0px;">
   <a href="https://openchat.team">
-    <img src="https://github.com/alpayariyak/openchat/blob/master/logo_new-removebg-preview.png?raw=true" alt="OpenChat Logo" style="width:20px; vertical-align: middle; display: inline-block; margin-right: 5px; margin-left: 10px; margin-top: 0px; margin-bottom: 0px;"/>
+    <img src="https://github.com/alpayariyak/openchat/blob/master/assets/logo_nobg.png?raw=true" alt="OpenChat Logo" style="width:20px; vertical-align: middle; display: inline-block; margin-right: 5px; margin-left: 10px; margin-top: 0px; margin-bottom: 0px;"/>
     <span class="link-text">OpenChat Online Demo</span>
   </a> |
   <a href="https://github.com/imoneoi/openchat">
@@ -60,7 +60,7 @@ pinned: false
     <span class="link-text">GitHub</span>
   </a> |
   <a href="https://arxiv.org/pdf/2309.11235.pdf">
-    <img src="https://github.com/alpayariyak/openchat/blob/master/arxiv-logomark-small-square-border.png?raw=true" alt="ArXiv Logo" style="width:20px; vertical-align: middle; display: inline-block; margin-right: 5px; margin-left: 10px; margin-top: 0px; margin-bottom: 0px;"/>
+    <img src="https://github.com/alpayariyak/openchat/blob/master/assets/arxiv-logomark-small-square-border.png?raw=true" alt="ArXiv Logo" style="width:20px; vertical-align: middle; display: inline-block; margin-right: 5px; margin-left: 10px; margin-top: 0px; margin-bottom: 0px;"/>
     <span class="link-text">Paper</span>
   </a> |
   <a href="https://discord.gg/pQjnXvNKHY">
@@ -98,12 +98,12 @@ pinned: false
 
 
   <div align="center" style="justify-content: center; align-items: center; "'>
-  <img src="https://github.com/alpayariyak/openchat/blob/master/assets/Untitled%20design-17.png?raw=true" style="width: 100%;  border-radius: 0.5em">
+  <img src="https://github.com/alpayariyak/openchat/blob/master/assets/3.5-benchmarks.png?raw=true" style="width: 100%;  border-radius: 0.5em">
   </div>
 </p>
 
 <h1 style="vertical-align: middle;">
-    <img src="https://github.com/alpayariyak/openchat/blob/master/logo_new-removebg-preview.png?raw=true" alt="OpenChat Logo" style="width:20px; vertical-align: middle; display: inline-block; margin-right: 5px; margin-left: 0px; margin-top: 0px; margin-bottom: 0px;"/>About OpenChat
+    <img src="https://github.com/alpayariyak/openchat/blob/master/assets/logo_nobg.png?raw=true" alt="OpenChat Logo" style="width:20px; vertical-align: middle; display: inline-block; margin-right: 5px; margin-left: 0px; margin-top: 0px; margin-bottom: 0px;"/>About OpenChat
 </h1>
 
 - OpenChat is an innovative library of **open-source language models**, fine-tuned with [**C-RLFT**](https://arxiv.org/pdf/2309.11235.pdf) - a strategy inspired by offline reinforcement learning.