docs: update readme style (#2767)

Co-authored-by: Fangyin Cheng <staneyffer@gmail.com>
2025-07-20 19:09:24 +00:00 · 2025-06-12 19:55:27 +08:00 · 2025-06-12 19:55:27 +08:00 · 4ad562a61e
commit 4ad562a61e
parent 3f88299b29
3 changed files with 404 additions and 227 deletions
--- a/README.ja.md
+++ b/README.ja.md
@ -13,35 +13,38 @@
    <a href="https://github.com/eosphoros-ai/DB-GPT">
        <img alt="forks" src="https://img.shields.io/github/forks/eosphoros-ai/db-gpt?style=social" />
    </a>
+    <a href="http://dbgpt.cn/">
+        <img alt="Official Website" src="https://img.shields.io/badge/Official%20website-DB--GPT-blue?style=flat&labelColor=3366CC" />
+    </a>
    <a href="https://opensource.org/licenses/MIT">
-      <img alt="License: MIT" src="https://img.shields.io/badge/License-MIT-yellow.svg" />
+      <img alt="License: MIT" src="https://img.shields.io/github/license/eosphoros-ai/db-gpt?style=flat&labelColor=009966&color=009933" />
    </a>
     <a href="https://github.com/eosphoros-ai/DB-GPT/releases">
-      <img alt="Release Notes" src="https://img.shields.io/github/release/eosphoros-ai/DB-GPT" />
+      <img alt="Release Notes" src="https://img.shields.io/github/v/release/eosphoros-ai/db-gpt?style=flat&labelColor=FF9933&color=FF6633" />
    </a>
    <a href="https://github.com/eosphoros-ai/DB-GPT/issues">
-      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/DB-GPT" />
+      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/db-gpt?style=flat&labelColor=666666&color=333333" />
    </a>
    <a href="https://x.com/DBGPT_AI">
      <img alt="X (formerly Twitter) Follow" src="https://img.shields.io/twitter/follow/DBGPT_AI" />
    </a>
    <a href="https://medium.com/@dbgpt0506">
-      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/Dbgpt/orange?icon=medium" />
+      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/DB-GPT/333333?icon=medium&labelColor=666666" />
    </a>
    <a href="https://space.bilibili.com/3537113070963392">
-      <img alt="Bilibili Space" src="https://img.shields.io/badge/Bilibili-DB--GPT-blue?style=plastic&logo=bilibili&link=https%3A%2F%2Fspace.bilibili.com%2F3537113070963392" />
+      <img alt="Bilibili Space" src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED" />
    </a>
    <a href="https://join.slack.com/t/slack-inu2564/shared_invite/zt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA">
-      <img alt="Slack" src="https://badgen.net/badge/Slack/Join%20DB-GPT/0abd59?icon=slack" />
+      <img alt="Slack" src="https://img.shields.io/badge/Slack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0" />
    </a>
    <a href="https://codespaces.new/eosphoros-ai/DB-GPT">
      <img alt="Open in GitHub Codespaces" src="https://github.com/codespaces/badge.svg" />
    </a>
  </p>

-[![英語](https://img.shields.io/badge/英語-gray?style=flat-square)](README.md)
-[![中国語](https://img.shields.io/badge/中国語-gray?style=flat-square)](README.zh.md)
-[![日本語](https://img.shields.io/badge/日本語-gray?style=flat-square)](README.ja.md) 
+[![英語](https://img.shields.io/badge/英語-d9d9d9?style=flat-square)](README.md)
+[![中国語](https://img.shields.io/badge/中国語-d9d9d9?style=flat-square)](README.zh.md)
+[![日本語](https://img.shields.io/badge/日本語-d9d9d9?style=flat-square)](README.ja.md) 

 [**ドキュメント**](http://docs.dbgpt.cn/docs/overview/) | [**チームに連絡します**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**コミュニティ**](https://github.com/eosphoros-ai/community) | [**論文**](https://arxiv.org/pdf/2312.17449.pdf)

@ -83,18 +86,20 @@ DB-GPTのアーキテクチャは以下の図に示されています：
 - [dbgpts](https://github.com/eosphoros-ai/dbgpts)  dbgptsは、DB-GPT上で構築されたいくつかのデータアプリ、AWELオペレータ、AWELワークフローテンプレート、およびエージェントを含む公式リポジトリです。

 #### Text2SQLファインチューニング
- サポートされているLLM
-  - [x] LLaMA
-  - [x] LLaMA-2
-  - [x] BLOOM
-  - [x] BLOOMZ
-  - [x] Falcon
-  - [x] Baichuan
-  - [x] Baichuan2
-  - [x] InternLM
-  - [x] Qwen
-  - [x] XVERSE
-  - [x] ChatGLM2
+
+  |     LLM     |  Supported  | 
+  |:-----------:|:-----------:|
+  |    LLaMA    |      ✅     |
+  |   LLaMA-2   |      ✅     | 
+  |    BLOOM    |      ✅     | 
+  |   BLOOMZ    |      ✅     | 
+  |   Falcon    |      ✅     | 
+  |  Baichuan   |      ✅     | 
+  |  Baichuan2  |      ✅     | 
+  |  InternLM   |      ✅     |
+  |    Qwen     |      ✅     | 
+  |   XVERSE    |      ✅     | 
+  |  ChatGLM2   |      ✅     |  

 -  SFT精度
 2023年10月10日現在、このプロジェクトを使用して130億パラメータのオープンソースモデルをファインチューニングすることにより、SpiderデータセットでGPT-4を超える実行精度を達成しました！
@ -173,64 +178,112 @@ DB-GPTのアーキテクチャは以下の図に示されています：
  私たちは、LLaMA/LLaMA2、Baichuan、ChatGLM、Wenxin、Tongyi、Zhipuなど、オープンソースおよびAPIエージェントからの数十の大規模言語モデル（LLM）を含む幅広いモデルをサポートしています。

  - ニュース
-    - 🔥🔥🔥  [DeepSeek-R1-0528](https://huggingface.co/deepseek-ai/DeepSeek-R1-0528)
-    - 🔥🔥🔥  [DeepSeek-V3-0324](https://huggingface.co/deepseek-ai/DeepSeek-V3-0324)
-    - 🔥🔥🔥  [Qwen3-235B-A22B](https://huggingface.co/Qwen/Qwen3-235B-A22B)
-    - 🔥🔥🔥  [Qwen3-30B-A3B](https://huggingface.co/Qwen/Qwen3-30B-A3B)
-    - 🔥🔥🔥  [Qwen3-32B](https://huggingface.co/Qwen/Qwen3-32B)
-    - 🔥🔥🔥  [GLM-Z1-32B-0414](https://huggingface.co/THUDM/GLM-Z1-32B-0414)
-    - 🔥🔥🔥  [GLM-4-32B-0414](https://huggingface.co/THUDM/GLM-4-32B-0414)
-    - 🔥🔥🔥  [QwQ-32B](https://huggingface.co/Qwen/QwQ-32B)
-    - 🔥🔥🔥  [DeepSeek-R1](https://huggingface.co/deepseek-ai/DeepSeek-R1)
-    - 🔥🔥🔥  [DeepSeek-V3](https://huggingface.co/deepseek-ai/DeepSeek-V3)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Llama-70B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-14B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Llama-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-1.5B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B)
-    - 🔥🔥🔥  [Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-Coder-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-72B-Instruct](https://huggingface.co/Qwen/Qwen2.5-72B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-Coder-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-Coder-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3.1-405B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3.1-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct)
-    - 🔥🔥🔥  [gemma-2-27b-it](https://huggingface.co/google/gemma-2-27b-it)
-    - 🔥🔥🔥  [gemma-2-9b-it](https://huggingface.co/google/gemma-2-9b-it)
-    - 🔥🔥🔥  [DeepSeek-Coder-V2-Instruct](https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct)
-    - 🔥🔥🔥  [DeepSeek-Coder-V2-Lite-Instruct](https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct)
-    - 🔥🔥🔥  [Qwen2-57B-A14B-Instruct](https://huggingface.co/Qwen/Qwen2-57B-A14B-Instruct)
-    - 🔥🔥🔥  [Qwen2-57B-A14B-Instruct](https://huggingface.co/Qwen/Qwen2-57B-A14B-Instruct)
-    - 🔥🔥🔥  [Qwen2-72B-Instruct](https://huggingface.co/Qwen/Qwen2-72B-Instruct)
-    - 🔥🔥🔥  [Qwen2-7B-Instruct](https://huggingface.co/Qwen/Qwen2-7B-Instruct)
-    - 🔥🔥🔥  [Qwen2-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2-1.5B-Instruct)
-    - 🔥🔥🔥  [Qwen2-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2-0.5B-Instruct)
-    - 🔥🔥🔥  [glm-4-9b-chat](https://huggingface.co/THUDM/glm-4-9b-chat)
-    - 🔥🔥🔥  [Phi-3](https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3)
-    - 🔥🔥🔥  [Yi-1.5-34B-Chat](https://huggingface.co/01-ai/Yi-1.5-34B-Chat)
-    - 🔥🔥🔥  [Yi-1.5-9B-Chat](https://huggingface.co/01-ai/Yi-1.5-9B-Chat)
-    - 🔥🔥🔥  [Yi-1.5-6B-Chat](https://huggingface.co/01-ai/Yi-1.5-6B-Chat)
-    - 🔥🔥🔥  [Qwen1.5-110B-Chat](https://huggingface.co/Qwen/Qwen1.5-110B-Chat)
-    - 🔥🔥🔥  [Qwen1.5-MoE-A2.7B-Chat](https://huggingface.co/Qwen/Qwen1.5-MoE-A2.7B-Chat)
-    - 🔥🔥🔥  [Meta-Llama-3-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct)
-    - 🔥🔥🔥  [CodeQwen1.5-7B-Chat](https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat)
-    - 🔥🔥🔥  [Qwen1.5-32B-Chat](https://huggingface.co/Qwen/Qwen1.5-32B-Chat)
-    - 🔥🔥🔥  [Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta)
-    - 🔥🔥🔥  [gemma-7b-it](https://huggingface.co/google/gemma-7b-it)
-    - 🔥🔥🔥  [gemma-2b-it](https://huggingface.co/google/gemma-2b-it)
-    - 🔥🔥🔥  [SOLAR-10.7B](https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0)
-    - 🔥🔥🔥  [Mixtral-8x7B](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1)
-    - 🔥🔥🔥  [Qwen-72B-Chat](https://huggingface.co/Qwen/Qwen-72B-Chat)
-    - 🔥🔥🔥  [Yi-34B-Chat](https://huggingface.co/01-ai/Yi-34B-Chat)
+<table>
+      <thead>
+        <tr>
+          <th>Provider</th>
+          <th>Supported</th>
+          <th>Models</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td align="center" valign="middle">DeepSeek</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-0528">DeepSeek-R1-0528</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3-0324">DeepSeek-V3-0324</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1">DeepSeek-R1</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3">DeepSeek-V3</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B">DeepSeek-R1-Distill-Llama-70B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B">DeepSeek-R1-Distill-Qwen-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct">DeepSeek-Coder-V2-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Qwen</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-235B-A22B">Qwen3-235B-A22B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-30B-A3B">Qwen3-30B-A3B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-32B">Qwen3-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/QwQ-32B">QwQ-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct">Qwen2.5-Coder-32B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct">Qwen2.5-Coder-14B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-72B-Instruct">Qwen2.5-72B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct">Qwen2.5-32B-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">GLM</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-Z1-32B-0414">GLM-Z1-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-4-32B-0414">GLM-4-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/glm-4-9b-chat">Glm-4-9b-chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Llama</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct">Meta-Llama-3.1-405B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct">Meta-Llama-3.1-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct">Meta-Llama-3.1-8B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct">Meta-Llama-3-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct">Meta-Llama-3-8B-Instruct</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Gemma</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-27b-it">gemma-2-27b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-9b-it">gemma-2-9b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-7b-it">gemma-7b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2b-it">gemma-2b-it</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Yi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-34B-Chat">Yi-1.5-34B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-9B-Chat">Yi-1.5-9B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-6B-Chat">Yi-1.5-6B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-34B-Chat">Yi-34B-Chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Starling</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Nexusflow/Starling-LM-7B-beta">Starling-LM-7B-beta</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">SOLAR</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0">SOLAR-10.7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Mixtral</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral-8x7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Phi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3">Phi-3</a>
+          </td>
+        </tr>
+      </tbody>
+    </table>
  - [サポートされているLLMの詳細](http://docs.dbgpt.site/docs/modules/smmf)

 - **プライバシーとセキュリティ**
--- a/README.md
+++ b/README.md
@ -12,26 +12,29 @@
    <a href="https://github.com/eosphoros-ai/DB-GPT">
        <img alt="forks" src="https://img.shields.io/github/forks/eosphoros-ai/db-gpt?style=social" />
    </a>
+    <a href="http://dbgpt.cn/">
+        <img alt="Official Website" src="https://img.shields.io/badge/Official%20website-DB--GPT-blue?style=flat&labelColor=3366CC" />
+    </a>
    <a href="https://opensource.org/licenses/MIT">
-      <img alt="License: MIT" src="https://img.shields.io/badge/License-MIT-yellow.svg" />
+      <img alt="License: MIT" src="https://img.shields.io/github/license/eosphoros-ai/db-gpt?style=flat&labelColor=009966&color=009933" />
    </a>
     <a href="https://github.com/eosphoros-ai/DB-GPT/releases">
-      <img alt="Release Notes" src="https://img.shields.io/github/release/eosphoros-ai/DB-GPT" />
+      <img alt="Release Notes" src="https://img.shields.io/github/v/release/eosphoros-ai/db-gpt?style=flat&labelColor=FF9933&color=FF6633" />
    </a>
    <a href="https://github.com/eosphoros-ai/DB-GPT/issues">
-      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/DB-GPT" />
+      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/db-gpt?style=flat&labelColor=666666&color=333333" />
    </a>
    <a href="https://x.com/DBGPT_AI">
      <img alt="X (formerly Twitter) Follow" src="https://img.shields.io/twitter/follow/DBGPT_AI" />
    </a>
    <a href="https://medium.com/@dbgpt0506">
-      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/Dbgpt/orange?icon=medium" />
+      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/DB-GPT/333333?icon=medium&labelColor=666666" />
    </a>
    <a href="https://space.bilibili.com/3537113070963392">
-      <img alt="Bilibili Space" src="https://img.shields.io/badge/Bilibili-DB--GPT-blue?style=plastic&logo=bilibili&link=https%3A%2F%2Fspace.bilibili.com%2F3537113070963392" />
+      <img alt="Bilibili Space" src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED" />
    </a>
    <a href="https://join.slack.com/t/slack-inu2564/shared_invite/zt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA">
-      <img alt="Slack" src="https://badgen.net/badge/Slack/Join%20DB-GPT/0abd59?icon=slack" />
+      <img alt="Slack" src="https://img.shields.io/badge/Slack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0" />
    </a>
    <a href="https://codespaces.new/eosphoros-ai/DB-GPT">
      <img alt="Open in GitHub Codespaces" src="https://github.com/codespaces/badge.svg" />
@ -39,11 +42,11 @@
  </p>


-[![English](https://img.shields.io/badge/English-gray?style=flat-square)](README.md)
-[![简体中文](https://img.shields.io/badge/简体中文-gray?style=flat-square)](README.zh.md)
-[![日本語](https://img.shields.io/badge/日本語-gray?style=flat-square)](README.ja.md) 
+[![English](https://img.shields.io/badge/English-d9d9d9?style=flat-square)](README.md)
+[![简体中文](https://img.shields.io/badge/简体中文-d9d9d9?style=flat-square)](README.zh.md)
+[![日本語](https://img.shields.io/badge/日本語-d9d9d9?style=flat-square)](README.ja.md) 

-[**Documents**](http://docs.dbgpt.cn/docs/overview/) | [**Concat**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**Community**](https://github.com/eosphoros-ai/community) | [**Paper**](https://arxiv.org/pdf/2312.17449.pdf)
+[**Documents**](http://docs.dbgpt.cn/docs/overview/) | [**Contact Us**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**Community**](https://github.com/eosphoros-ai/community) | [**Paper**](https://arxiv.org/pdf/2312.17449.pdf)

 </div>

@ -82,18 +85,21 @@ The core capabilities include the following parts:
 - [dbgpts](https://github.com/eosphoros-ai/dbgpts)  dbgpts is the official repository which contains some data apps、AWEL operators、AWEL workflow templates and agents which build upon DB-GPT.

 #### Text2SQL Finetune
- support llms
-  - [x] LLaMA
-  - [x] LLaMA-2
-  - [x] BLOOM
-  - [x] BLOOMZ
-  - [x] Falcon
-  - [x] Baichuan
-  - [x] Baichuan2
-  - [x] InternLM
-  - [x] Qwen
-  - [x] XVERSE
-  - [x] ChatGLM2
+
+  |     LLM     |  Supported  | 
+  |:-----------:|:-----------:|
+  |    LLaMA    |      ✅     |
+  |   LLaMA-2   |      ✅     | 
+  |    BLOOM    |      ✅     | 
+  |   BLOOMZ    |      ✅     | 
+  |   Falcon    |      ✅     | 
+  |  Baichuan   |      ✅     | 
+  |  Baichuan2  |      ✅     | 
+  |  InternLM   |      ✅     |
+  |    Qwen     |      ✅     | 
+  |   XVERSE    |      ✅     | 
+  |  ChatGLM2   |      ✅     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
+

 [More Information about Text2SQL finetune](https://github.com/eosphoros-ai/DB-GPT-Hub)

@ -165,68 +171,118 @@ At present, we have introduced several key features to showcase our current capa

  We've also developed an automated fine-tuning lightweight framework centred on large language models (LLMs), Text2SQL datasets, LoRA/QLoRA/Pturning, and other fine-tuning methods. This framework simplifies Text-to-SQL fine-tuning, making it as straightforward as an assembly line process. [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub)

- **SMMF(Service-oriented Multi-model Management Framework)**
+  - **SMMF(Service-oriented Multi-model Management Framework)**

    We offer extensive model support, including dozens of large language models (LLMs) from both open-source and API agents, such as LLaMA/LLaMA2, Baichuan, ChatGLM, Wenxin, Tongyi, Zhipu, and many more. 

  - News
-    - 🔥🔥🔥  [DeepSeek-R1-0528](https://huggingface.co/deepseek-ai/DeepSeek-R1-0528)
-    - 🔥🔥🔥  [DeepSeek-V3-0324](https://huggingface.co/deepseek-ai/DeepSeek-V3-0324)
-    - 🔥🔥🔥  [Qwen3-235B-A22B](https://huggingface.co/Qwen/Qwen3-235B-A22B)
-    - 🔥🔥🔥  [Qwen3-30B-A3B](https://huggingface.co/Qwen/Qwen3-30B-A3B)
-    - 🔥🔥🔥  [Qwen3-32B](https://huggingface.co/Qwen/Qwen3-32B)
-    - 🔥🔥🔥  [GLM-Z1-32B-0414](https://huggingface.co/THUDM/GLM-Z1-32B-0414)
-    - 🔥🔥🔥  [GLM-4-32B-0414](https://huggingface.co/THUDM/GLM-4-32B-0414)
-    - 🔥🔥🔥  [QwQ-32B](https://huggingface.co/Qwen/QwQ-32B)
-    - 🔥🔥🔥  [DeepSeek-R1](https://huggingface.co/deepseek-ai/DeepSeek-R1)
-    - 🔥🔥🔥  [DeepSeek-V3](https://huggingface.co/deepseek-ai/DeepSeek-V3)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Llama-70B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-14B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Llama-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-1.5B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B)
-    - 🔥🔥🔥  [Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-Coder-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-72B-Instruct](https://huggingface.co/Qwen/Qwen2.5-72B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-Coder-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-Coder-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3.1-405B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3.1-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct)
-    - 🔥🔥🔥  [gemma-2-27b-it](https://huggingface.co/google/gemma-2-27b-it)
-    - 🔥🔥🔥  [gemma-2-9b-it](https://huggingface.co/google/gemma-2-9b-it)
-    - 🔥🔥🔥  [DeepSeek-Coder-V2-Instruct](https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct)
-    - 🔥🔥🔥  [DeepSeek-Coder-V2-Lite-Instruct](https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct)
-    - 🔥🔥🔥  [Qwen2-57B-A14B-Instruct](https://huggingface.co/Qwen/Qwen2-57B-A14B-Instruct)
-    - 🔥🔥🔥  [Qwen2-72B-Instruct](https://huggingface.co/Qwen/Qwen2-72B-Instruct)
-    - 🔥🔥🔥  [Qwen2-7B-Instruct](https://huggingface.co/Qwen/Qwen2-7B-Instruct)
-    - 🔥🔥🔥  [Qwen2-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2-1.5B-Instruct)
-    - 🔥🔥🔥  [Qwen2-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2-0.5B-Instruct)
-    - 🔥🔥🔥  [glm-4-9b-chat](https://huggingface.co/THUDM/glm-4-9b-chat)
-    - 🔥🔥🔥  [Phi-3](https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3)
-    - 🔥🔥🔥  [Yi-1.5-34B-Chat](https://huggingface.co/01-ai/Yi-1.5-34B-Chat)
-    - 🔥🔥🔥  [Yi-1.5-9B-Chat](https://huggingface.co/01-ai/Yi-1.5-9B-Chat)
-    - 🔥🔥🔥  [Yi-1.5-6B-Chat](https://huggingface.co/01-ai/Yi-1.5-6B-Chat)
-    - 🔥🔥🔥  [Qwen1.5-110B-Chat](https://huggingface.co/Qwen/Qwen1.5-110B-Chat)
-    - 🔥🔥🔥  [Qwen1.5-MoE-A2.7B-Chat](https://huggingface.co/Qwen/Qwen1.5-MoE-A2.7B-Chat)
-    - 🔥🔥🔥  [Meta-Llama-3-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct)
-    - 🔥🔥🔥  [CodeQwen1.5-7B-Chat](https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat)
-    - 🔥🔥🔥  [Qwen1.5-32B-Chat](https://huggingface.co/Qwen/Qwen1.5-32B-Chat)
-    - 🔥🔥🔥  [Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta)
-    - 🔥🔥🔥  [gemma-7b-it](https://huggingface.co/google/gemma-7b-it)
-    - 🔥🔥🔥  [gemma-2b-it](https://huggingface.co/google/gemma-2b-it)
-    - 🔥🔥🔥  [SOLAR-10.7B](https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0)
-    - 🔥🔥🔥  [Mixtral-8x7B](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1)
-    - 🔥🔥🔥  [Qwen-72B-Chat](https://huggingface.co/Qwen/Qwen-72B-Chat)
-    - 🔥🔥🔥  [Yi-34B-Chat](https://huggingface.co/01-ai/Yi-34B-Chat)
+    <table>
+      <thead>
+        <tr>
+          <th>Provider</th>
+          <th>Supported</th>
+          <th>Models</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td align="center" valign="middle">DeepSeek</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-0528">DeepSeek-R1-0528</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3-0324">DeepSeek-V3-0324</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1">DeepSeek-R1</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3">DeepSeek-V3</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B">DeepSeek-R1-Distill-Llama-70B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B">DeepSeek-R1-Distill-Qwen-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct">DeepSeek-Coder-V2-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Qwen</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-235B-A22B">Qwen3-235B-A22B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-30B-A3B">Qwen3-30B-A3B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-32B">Qwen3-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/QwQ-32B">QwQ-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct">Qwen2.5-Coder-32B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct">Qwen2.5-Coder-14B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-72B-Instruct">Qwen2.5-72B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct">Qwen2.5-32B-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">GLM</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-Z1-32B-0414">GLM-Z1-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-4-32B-0414">GLM-4-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/glm-4-9b-chat">Glm-4-9b-chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Llama</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct">Meta-Llama-3.1-405B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct">Meta-Llama-3.1-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct">Meta-Llama-3.1-8B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct">Meta-Llama-3-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct">Meta-Llama-3-8B-Instruct</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Gemma</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-27b-it">gemma-2-27b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-9b-it">gemma-2-9b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-7b-it">gemma-7b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2b-it">gemma-2b-it</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Yi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-34B-Chat">Yi-1.5-34B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-9B-Chat">Yi-1.5-9B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-6B-Chat">Yi-1.5-6B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-34B-Chat">Yi-34B-Chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Starling</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Nexusflow/Starling-LM-7B-beta">Starling-LM-7B-beta</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">SOLAR</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0">SOLAR-10.7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Mixtral</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral-8x7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Phi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3">Phi-3</a>
+          </td>
+        </tr>
+      </tbody>
+    </table>
+
  - [More Supported LLMs](http://docs.dbgpt.site/docs/modules/smmf)

 - **Privacy and Security**
--- a/README.zh.md
+++ b/README.zh.md
@ -13,35 +13,38 @@
    <a href="https://github.com/eosphoros-ai/DB-GPT">
        <img alt="forks" src="https://img.shields.io/github/forks/eosphoros-ai/db-gpt?style=social" />
    </a>
+    <a href="http://dbgpt.cn/">
+        <img alt="Official Website" src="https://img.shields.io/badge/Official%20website-DB--GPT-blue?style=flat&labelColor=3366CC" />
+    </a>
    <a href="https://opensource.org/licenses/MIT">
-      <img alt="License: MIT" src="https://img.shields.io/badge/License-MIT-yellow.svg" />
+      <img alt="License: MIT" src="https://img.shields.io/github/license/eosphoros-ai/db-gpt?style=flat&labelColor=009966&color=009933" />
    </a>
     <a href="https://github.com/eosphoros-ai/DB-GPT/releases">
-      <img alt="Release Notes" src="https://img.shields.io/github/release/eosphoros-ai/DB-GPT" />
+      <img alt="Release Notes" src="https://img.shields.io/github/v/release/eosphoros-ai/db-gpt?style=flat&labelColor=FF9933&color=FF6633" />
    </a>
    <a href="https://github.com/eosphoros-ai/DB-GPT/issues">
-      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/DB-GPT" />
+      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/db-gpt?style=flat&labelColor=666666&color=333333" />
    </a>
    <a href="https://x.com/DBGPT_AI">
      <img alt="X (formerly Twitter) Follow" src="https://img.shields.io/twitter/follow/DBGPT_AI" />
    </a>
    <a href="https://medium.com/@dbgpt0506">
-      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/Dbgpt/orange?icon=medium" />
+      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/DB-GPT/333333?icon=medium&labelColor=666666" />
    </a>
    <a href="https://space.bilibili.com/3537113070963392">
-      <img alt="Bilibili Space" src="https://img.shields.io/badge/Bilibili-DB--GPT-blue?style=plastic&logo=bilibili&link=https%3A%2F%2Fspace.bilibili.com%2F3537113070963392" />
+      <img alt="Bilibili Space" src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED" />
    </a>
    <a href="https://join.slack.com/t/slack-inu2564/shared_invite/zt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA">
-      <img alt="Slack" src="https://badgen.net/badge/Slack/Join%20DB-GPT/0abd59?icon=slack" />
+      <img alt="Slack" src="https://img.shields.io/badge/Slack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0" />
    </a>
    <a href="https://codespaces.new/eosphoros-ai/DB-GPT">
      <img alt="Open in GitHub Codespaces" src="https://github.com/codespaces/badge.svg" />
    </a>
  </p>

-[![English](https://img.shields.io/badge/English-gray?style=flat-square)](README.md)
-[![简体中文](https://img.shields.io/badge/简体中文-gray?style=flat-square)](README.zh.md)
-[![日本語](https://img.shields.io/badge/日本語-gray?style=flat-square)](README.ja.md) 
+[![English](https://img.shields.io/badge/English-d9d9d9?style=flat-square)](README.md)
+[![简体中文](https://img.shields.io/badge/简体中文-d9d9d9?style=flat-square)](README.zh.md)
+[![日本語](https://img.shields.io/badge/日本語-d9d9d9?style=flat-square)](README.ja.md) 

 [**文档**](http://docs.dbgpt.cn/docs/overview/) | [**联系团队**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**社区**](https://github.com/eosphoros-ai/community) | [**Paper**](https://arxiv.org/pdf/2312.17449.pdf)

@ -81,6 +84,22 @@

 - [dbgpts](https://github.com/eosphoros-ai/dbgpts)  dbgpts 是官方提供的数据应用仓库, 包含数据智能应用, 智能体编排流程模版, 通用算子等构建在DB-GPT之上的资源。 

+#### Text2SQL 微调模型
+
+  |     LLM     |  Supported  | 
+  |:-----------:|:-----------:|
+  |    LLaMA    |      ✅     |
+  |   LLaMA-2   |      ✅     | 
+  |    BLOOM    |      ✅     | 
+  |   BLOOMZ    |      ✅     | 
+  |   Falcon    |      ✅     | 
+  |  Baichuan   |      ✅     | 
+  |  Baichuan2  |      ✅     | 
+  |  InternLM   |      ✅     |
+  |    Qwen     |      ✅     | 
+  |   XVERSE    |      ✅     | 
+  |  ChatGLM2   |      ✅     |  
+
 #### RAG生产落地实践架构
 <p align="center">
  <img src="./assets/RAG-IN-ACTION.jpg" width="800px" />
@ -167,64 +186,113 @@
  海量模型支持，包括开源、API代理等几十种大语言模型。如LLaMA/LLaMA2、Baichuan、ChatGLM、文心、通义、智谱等。当前已支持如下模型: 

  - 新增支持模型
-    - 🔥🔥🔥  [DeepSeek-R1-0528](https://huggingface.co/deepseek-ai/DeepSeek-R1-0528)
-    - 🔥🔥🔥  [DeepSeek-V3-0324](https://huggingface.co/deepseek-ai/DeepSeek-V3-0324)
-    - 🔥🔥🔥  [Qwen3-235B-A22B](https://huggingface.co/Qwen/Qwen3-235B-A22B)
-    - 🔥🔥🔥  [Qwen3-30B-A3B](https://huggingface.co/Qwen/Qwen3-30B-A3B)
-    - 🔥🔥🔥  [Qwen3-32B](https://huggingface.co/Qwen/Qwen3-32B)
-    - 🔥🔥🔥  [GLM-Z1-32B-0414](https://huggingface.co/THUDM/GLM-Z1-32B-0414)
-    - 🔥🔥🔥  [GLM-4-32B-0414](https://huggingface.co/THUDM/GLM-4-32B-0414)
-    - 🔥🔥🔥  [QwQ-32B](https://huggingface.co/Qwen/QwQ-32B)
-    - 🔥🔥🔥  [DeepSeek-R1](https://huggingface.co/deepseek-ai/DeepSeek-R1)
-    - 🔥🔥🔥  [DeepSeek-V3](https://huggingface.co/deepseek-ai/DeepSeek-V3)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Llama-70B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-14B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Llama-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B)
-    - 🔥🔥🔥  [DeepSeek-R1-Distill-Qwen-1.5B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B)
-    - 🔥🔥🔥  [Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-Coder-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-72B-Instruct](https://huggingface.co/Qwen/Qwen2.5-72B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-Coder-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct)
-    - 🔥🔥🔥  [Qwen2.5-Coder-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3.1-405B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3.1-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct)
-    - 🔥🔥🔥  [gemma-2-27b-it](https://huggingface.co/google/gemma-2-27b-it)
-    - 🔥🔥🔥  [gemma-2-9b-it](https://huggingface.co/google/gemma-2-9b-it)
-    - 🔥🔥🔥  [DeepSeek-Coder-V2-Instruct](https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct)
-    - 🔥🔥🔥  [DeepSeek-Coder-V2-Lite-Instruct](https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct)
-    - 🔥🔥🔥  [Qwen2-57B-A14B-Instruct](https://huggingface.co/Qwen/Qwen2-57B-A14B-Instruct)
-    - 🔥🔥🔥  [Qwen2-57B-A14B-Instruct](https://huggingface.co/Qwen/Qwen2-57B-A14B-Instruct)
-    - 🔥🔥🔥  [Qwen2-72B-Instruct](https://huggingface.co/Qwen/Qwen2-72B-Instruct)
-    - 🔥🔥🔥  [Qwen2-7B-Instruct](https://huggingface.co/Qwen/Qwen2-7B-Instruct)
-    - 🔥🔥🔥  [Qwen2-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2-1.5B-Instruct)
-    - 🔥🔥🔥  [Qwen2-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2-0.5B-Instruct)
-    - 🔥🔥🔥  [glm-4-9b-chat](https://huggingface.co/THUDM/glm-4-9b-chat)
-    - 🔥🔥🔥  [Phi-3](https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3)
-    - 🔥🔥🔥  [Yi-1.5-34B-Chat](https://huggingface.co/01-ai/Yi-1.5-34B-Chat)
-    - 🔥🔥🔥  [Yi-1.5-9B-Chat](https://huggingface.co/01-ai/Yi-1.5-9B-Chat)
-    - 🔥🔥🔥  [Yi-1.5-6B-Chat](https://huggingface.co/01-ai/Yi-1.5-6B-Chat)
-    - 🔥🔥🔥  [Qwen1.5-110B-Chat](https://huggingface.co/Qwen/Qwen1.5-110B-Chat)
-    - 🔥🔥🔥  [Qwen1.5-MoE-A2.7B-Chat](https://huggingface.co/Qwen/Qwen1.5-MoE-A2.7B-Chat)
-    - 🔥🔥🔥  [Meta-Llama-3-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct)
-    - 🔥🔥🔥  [Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct)
-    - 🔥🔥🔥  [CodeQwen1.5-7B-Chat](https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat)
-    - 🔥🔥🔥  [Qwen1.5-32B-Chat](https://huggingface.co/Qwen/Qwen1.5-32B-Chat)
-    - 🔥🔥🔥  [Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta)
-    - 🔥🔥🔥  [gemma-7b-it](https://huggingface.co/google/gemma-7b-it)
-    - 🔥🔥🔥  [gemma-2b-it](https://huggingface.co/google/gemma-2b-it)
-    - 🔥🔥🔥  [SOLAR-10.7B](https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0)
-    - 🔥🔥🔥  [Mixtral-8x7B](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1)
-    - 🔥🔥🔥  [Qwen-72B-Chat](https://huggingface.co/Qwen/Qwen-72B-Chat)
-    - 🔥🔥🔥  [Yi-34B-Chat](https://huggingface.co/01-ai/Yi-34B-Chat)
+    <table>
+      <thead>
+        <tr>
+          <th>Provider</th>
+          <th>Supported</th>
+          <th>Models</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td align="center" valign="middle">DeepSeek</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-0528">DeepSeek-R1-0528</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3-0324">DeepSeek-V3-0324</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1">DeepSeek-R1</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3">DeepSeek-V3</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B">DeepSeek-R1-Distill-Llama-70B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B">DeepSeek-R1-Distill-Qwen-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct">DeepSeek-Coder-V2-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Qwen</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-235B-A22B">Qwen3-235B-A22B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-30B-A3B">Qwen3-30B-A3B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-32B">Qwen3-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/QwQ-32B">QwQ-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct">Qwen2.5-Coder-32B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct">Qwen2.5-Coder-14B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-72B-Instruct">Qwen2.5-72B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct">Qwen2.5-32B-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">GLM</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-Z1-32B-0414">GLM-Z1-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-4-32B-0414">GLM-4-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/glm-4-9b-chat">Glm-4-9b-chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Llama</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct">Meta-Llama-3.1-405B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct">Meta-Llama-3.1-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct">Meta-Llama-3.1-8B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct">Meta-Llama-3-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct">Meta-Llama-3-8B-Instruct</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Gemma</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-27b-it">gemma-2-27b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-9b-it">gemma-2-9b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-7b-it">gemma-7b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2b-it">gemma-2b-it</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Yi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-34B-Chat">Yi-1.5-34B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-9B-Chat">Yi-1.5-9B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-6B-Chat">Yi-1.5-6B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-34B-Chat">Yi-34B-Chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Starling</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Nexusflow/Starling-LM-7B-beta">Starling-LM-7B-beta</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">SOLAR</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0">SOLAR-10.7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Mixtral</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral-8x7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Phi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3">Phi-3</a>
+          </td>
+        </tr>
+      </tbody>
+    </table>
+
  - [更多开源模型](https://www.yuque.com/eosphoros/dbgpt-docs/iqaaqwriwhp6zslc#qQktR)

  - 支持在线代理模型