Update README.md

README.md

@@ -4,16 +4,16 @@ license: apache-2.0
 <div align="center">
 
 <picture> 
-  <img alt="specify theme context for images" src="https://raw.githubusercontent.com/01-ai/Yi/main/assets/img/Yi_logo_icon_light.svg" width="150px">
+  <img src="https://raw.githubusercontent.com/01-ai/Yi/main/assets/img/Yi_logo_icon_light.svg" width="150px">
 </picture>
 
 </div>
 
 <p align="center">
-  <a href="https://github.com/01-ai/Yi-1.5">🐙 GitHub</a> •
+  <a href="https://github.com/01-ai">🐙 GitHub</a> •
   <a href="https://discord.gg/hYUwWddeAu">👾 Discord</a> •
   <a href="https://twitter.com/01ai_yi">🐤 Twitter</a> •
-  <a href="https://github.com/01-ai/Yi/issues/43#issuecomment-1827285245">💬 WeChat</a> 
+  <a href="https://github.com/01-ai/Yi-1.5/issues/2">💬 WeChat</a> 
   <br/>
   <a href="https://arxiv.org/abs/2403.04652">📝 Paper</a> •
   <a href="https://github.com/01-ai/Yi/tree/main?tab=readme-ov-file#faq">🙌 FAQ</a> •
@@ -36,54 +36,52 @@ Model | Context Length | Pre-trained Tokens
 
 # Models
 
-- Chat models
-
-<div align="center">
-
-Model | Download
-| :------------: | :------------: |
-Yi-1.5-34B-Chat | • 🤗 Hugging Face 
-Yi-1.5-9B-Chat  | • 🤗 Hugging Face 
-Yi-1.5-6B-Chat  | • 🤗 Hugging Face 
-
-</div>
-
-- Base models
-
-<div align="center">
-
-Model | Download
-| :------------: | :------------: |
-Yi-1.5-34B | • 🤗 Hugging Face 
-Yi-1.5-9B  | • 🤗 Hugging Face 
-Yi-1.5-6B  | • 🤗 Hugging Face 
-
-</div>
+<table>
+<thead>
+  <tr>
+    <th>Model</th>
+    <th>Name</th>
+    <th>Download</th>
+  </tr>
+</thead>
+<tbody>
+  <tr>
+    <td rowspan="3">Chat</td>
+    <td>Yi-1.5-34B-Chat</td>
+    <td rowspan="6">• <a href="https://huggingface.co/collections/01-ai/yi-15-2024-05-663f3ecab5f815a3eaca7ca8">🤗 Hugging Face</a> • <a href="https://www.modelscope.cn/organization/01ai/">🤖 ModelScope</a><br></td>
+  </tr>
+  <tr>
+    <td>Yi-1.5-9B-Chat</td>
+  </tr>
+  <tr>
+    <td>Yi-1.5-6B-Chat</td>
+  </tr>
+  <tr>
+    <td rowspan="3">Base</td>
+    <td>Yi-1.5-34B-Chat</td>
+  </tr>
+  <tr>
+    <td>Yi-1.5-9B-Chat</td>
+  </tr>
+  <tr>
+    <td>Yi-1.5-6B-Chat</td>
+  </tr>
+</tbody>
+</table>
 
 # Benchmarks
 
 - Chat models
 
-  Waiting for benchmark results.
+  Yi-1.5-34B-Chat is on par with or excels beyond larger models in most benchmarks.
 
+  tbd
 
-- Base models
-
-  - Yi-1.5-34B excels beyond or is on par with some larger models in overall performance.
+  Yi-1.5-9B-Chat is a strong performer among similarly sized open-source models.
 
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/rVDOPiSerpCz_prrT4n5M.png)
+  tbd
 
-  - Yi-1.5-9B is a strong performer among similarly sized open-source models.
-
-    | Model          | MMLU | CMMLU | BBH  | AGIEval | HumanEval(+) | MBPP(+)    | GSM8k | Math  |
-    | -------------- | ---- | ----- | ---- | ------- | ------------ | ---------- | ----- | ----- |
-    | Gemma-7B       | 64.3 | 48.4  | 41.1 | 46.0    | 33.5(28.0)   | 45.8(32.8) | 55.7  | 24.8  |
-    | Qwen1.5-7B     | 61.0 | 73.4  | 33.4 | 61.6    | 36.0(31.1)   | 46.1(37.6) | 70.1  | 20.3  |
-    | Mistral-7B     | 62.5 | 44.6  | 45.0 | 42.4    | 29.3(22.6)   | 50.2(32.1) | 47.5  | 15.5  |
-    | Mistral 8\*7B  | 70.6 | 53.0  | 52.4 | 49.5    | 40.2(31.1)   | 60.7(31.1) | 65.7  | 28.4  |
-    | Llama3-8B_Base | 66.6 | 50.9  | 47.9 | 44.7    | 34.7(31.7)   | 48.0(44.9) | 54.7  | 21.16 |
-    | Yi 1.5-6B      | 63.5 | 70.8  | 45.7 | 56.0    | 36.5(28.7)   | 56.8(46.9) | 62.2  | 28.42 |
-    | Yi 1.5-9B      | 69.5 | 74.8  | 50.9 | 62.7    | 41.4(34.1)   | 61.1(53.6) | 73.7  | 32.6  |
+- Base models
 
 # Quick Start