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README.md
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<br>
<p align="center">
🤗 <a href="https://huggingface.co/Qwen">Hugging Face</a>&nbsp&nbsp | &nbsp&nbsp🤖 <a href="https://modelscope.cn/models/qwen">ModelScope<a>&nbsp&nbsp | &nbsp&nbsp 📑 <a href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf">Paper</a> &nbsp&nbsp ｜ &nbsp&nbsp🖥️ <a href="https://modelscope.cn/studios/qwen/Qwen-14B-Chat-Demo/summary">Demo</a>
🤗 <a href="https://huggingface.co/Qwen">Hugging Face</a>&nbsp&nbsp | &nbsp&nbsp🤖 <a href="https://modelscope.cn/models/qwen">ModelScope</a>&nbsp&nbsp | &nbsp&nbsp 📑 <a href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf">Paper</a> &nbsp&nbsp ｜ &nbsp&nbsp🖥️ <a href="https://modelscope.cn/studios/qwen/Qwen-14B-Chat-Demo/summary">Demo</a>
<br>
<a href="assets/wechat.png">WeChat (微信)</a>&nbsp&nbsp ｜ &nbsp&nbsp DingTalk (钉钉) &nbsp&nbsp | &nbsp&nbsp<a href="https://discord.gg/z3GAxXZ9Ce">Discord</a>&nbsp&nbsp
</p>
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| | Qwen-Chat | Qwen-Chat (Int4) | Qwen |
|----|:------------------------------------------------------------------------------------------------------------------------------------:|:----------------------------------------------------------------------------------------------------------------------------------------------:|:--------------------------------------------------------------------------------------------------------------------------:|
| 7B | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat-Int4/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-7B">🤗</a> |
| 14B | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat-Int4/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-14B">🤗</a> |
| 7B | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat-Int4/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-7B">🤗</a> |
| 14B | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat-Int4/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-14B">🤗</a> |
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We provide methods to deploy local API based on OpenAI API (thanks to @hanpenggit). Before you start, install the required packages:
```bash
pip install fastapi uvicorn openai pydantic>=2.3.0 sse_starlette
pip install fastapi uvicorn openai "pydantic>=2.3.0" sse_starlette
```
Then run the command to deploy your API:
@ -813,7 +813,7 @@ If you meet problems, please refer to [FAQ](FAQ.md) and the issues first to sear
## License Agreement
Researchers and developers are free to use the codes and model weights of both Qwen and Qwen-Chat. We also allow their commercial use. Check our license at [LICENSE](LICENSE) for more details. If you have requirements for commercial use, please fill out the [form](https://dashscope.console.aliyun.com/openModelApply/qianwen) to apply.
Researchers and developers are free to use the codes and model weights of both Qwen and Qwen-Chat. We also allow their commercial use. Check our license at [LICENSE](LICENSE) for more details. If you have requirements for commercial use, please fill out the form ([7B](https://dashscope.console.aliyun.com/openModelApply/qianwen), [14B](https://dashscope.console.aliyun.com/openModelApply/Qwen-14B-Chat)) to apply.
<br><br>
## Contact Us

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README_CN.md
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<br>
<p align="center">
🤗 <a href="https://huggingface.co/Qwen">Hugging Face</a>&nbsp&nbsp | &nbsp&nbsp🤖 <a href="https://modelscope.cn/models/qwen">魔搭社区<a>&nbsp&nbsp | &nbsp&nbsp 📑 <a href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf">论文</a> &nbsp&nbsp ｜ &nbsp&nbsp🖥️ <a href="https://modelscope.cn/studios/qwen/Qwen-14B-Chat-Demo/summary">Demo</a>
🤗 <a href="https://huggingface.co/Qwen">Hugging Face</a>&nbsp&nbsp | &nbsp&nbsp🤖 <a href="https://modelscope.cn/models/qwen">魔搭社区</a>&nbsp&nbsp | &nbsp&nbsp 📑 <a href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf">论文</a> &nbsp&nbsp ｜ &nbsp&nbsp🖥️ <a href="https://modelscope.cn/studios/qwen/Qwen-14B-Chat-Demo/summary">Demo</a>
<br>
<a href="assets/wechat.png">微信</a>&nbsp&nbsp ｜ &nbsp&nbsp 钉钉 &nbsp&nbsp | &nbsp&nbsp<a href="https://discord.gg/z3GAxXZ9Ce">Discord</a>&nbsp&nbsp
</p>
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| | Qwen-Chat | Qwen-Chat (Int4) | Qwen |
|-----|:------------------------------------------------------------------------------------------------------------------------------------:|:----------------------------------------------------------------------------------------------------------------------------------------------:|:--------------------------------------------------------------------------------------------------------------------------:|
| 7B | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat-Int4/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-7B">🤗</a> |
| 14B | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat-Int4/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-14B">🤗</a> |
| 7B | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat-Int4/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-7B">🤗</a> |
| 14B | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat-Int4/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-14B">🤗</a> |
我们开源了**Qwen**（通义千问）系列工作，当前开源模型的参数规模为70亿（7B）和140亿（14B）。本次开源包括基础模型**Qwen**，即**Qwen-7B**和**Qwen-14B**，以及对话模型**Qwen-Chat**，即**Qwen-7B-Chat**和**Qwen-14B-Chat**。模型链接在表格中，请点击了解详情。同时，我们公开了我们的**[技术报告](https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf)**，请点击上方论文链接查看。
@ -449,7 +449,7 @@ python cli_demo.py
我们提供了OpenAI API格式的本地API部署方法（感谢@hanpenggit）。在开始之前先安装必要的代码库：
```bash
pip install fastapi uvicorn openai pydantic>=2.3.0 sse_starlette
pip install fastapi uvicorn openai "pydantic>=2.3.0" sse_starlette
```
随后即可运行以下命令部署你的本地API：
@ -801,7 +801,7 @@ Qwen-Chat针对工具使用、函数调用能力进行了优化。用户可以
## 使用协议
研究人员与开发者可使用Qwen和Qwen-Chat或进行二次开发。我们同样允许商业使用，具体细节请查看[LICENSE](LICENSE)。如需商用，请填写[问卷](https://dashscope.console.aliyun.com/openModelApply/qianwen)申请。
研究人员与开发者可使用Qwen和Qwen-Chat或进行二次开发。我们同样允许商业使用，具体细节请查看[LICENSE](LICENSE)。如需商用，请填写问卷([7B](https://dashscope.console.aliyun.com/openModelApply/qianwen), [14B](https://dashscope.console.aliyun.com/openModelApply/Qwen-14B-Chat))申请。
<br><br>
## 联系我们

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<br>
<p align="center">
🤗 <a href="https://huggingface.co/Qwen">Hugging Face</a>&nbsp&nbsp | &nbsp&nbsp🤖 <a href="https://modelscope.cn/models/qwen">ModelScope<a>&nbsp&nbsp | &nbsp&nbsp 📑 <a href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf">Paper</a> &nbsp&nbsp ｜ &nbsp&nbsp🖥️ <a href="https://modelscope.cn/studios/qwen/Qwen-14B-Chat-Demo/summary">Demo</a>
🤗 <a href="https://huggingface.co/Qwen">Hugging Face</a>&nbsp&nbsp | &nbsp&nbsp🤖 <a href="https://modelscope.cn/models/qwen">ModelScope</a>&nbsp&nbsp | &nbsp&nbsp 📑 <a href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/QWEN_TECHNICAL_REPORT.pdf">Paper</a> &nbsp&nbsp ｜ &nbsp&nbsp🖥️ <a href="https://modelscope.cn/studios/qwen/Qwen-14B-Chat-Demo/summary">Demo</a>
<br>
<a href="assets/wechat.png">WeChat</a>&nbsp&nbsp ｜ &nbsp&nbsp DingTalk &nbsp&nbsp | &nbsp&nbsp<a href="https://discord.gg/z3GAxXZ9Ce">Discord</a>&nbsp&nbsp
</p>
@ -22,8 +22,8 @@
| | Qwen-Chat | Qwen-Chat (Int4) | Qwen |
|----|:------------------------------------------------------------------------------------------------------------------------------------:|:----------------------------------------------------------------------------------------------------------------------------------------------:|:--------------------------------------------------------------------------------------------------------------------------:|
| 7B | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat-Int4/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-7B">🤗</a> |
| 14B | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat-Int4/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B/summary">🤖 <a> <a href="https://huggingface.co/Qwen/Qwen-14B">🤗</a> |
| 7B | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B-Chat-Int4/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-7B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-7B/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-7B">🤗</a> |
| 14B | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B-Chat-Int4/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-14B-Chat-Int4">🤗</a> | <a href="https://modelscope.cn/models/qwen/Qwen-14B/summary">🤖</a> <a href="https://huggingface.co/Qwen/Qwen-14B">🤗</a> |
@ -457,7 +457,7 @@ python cli_demo.py
OpenAI API をベースにローカルAPIをデプロイする方法を提供する（@hanpenggit に感謝）。始める前に、必要なパッケージをインストールしてください:
```bash
pip install fastapi uvicorn openai pydantic>=2.3.0 sse_starlette
pip install fastapi uvicorn openai "pydantic>=2.3.0" sse_starlette
```
それから、API をデプロイするコマンドを実行します:
@ -800,9 +800,10 @@ tiktoken に基づくトークナイザーは、他のトークナイザー、
## ライセンス契約
Qwen と Qwen-Chat のコードとモデルウェイトは、研究者や開発者が自由に使用することができます。また、商用利用も可能です。詳しくは [LICENSE](LICENSE) をご覧ください。商用利用を希望される方は、[リクエストフォーム](https://dashscope.console.aliyun.com/openModelApply/qianwen)に必要事項をご記入の上、お申し込みください。
Qwen と Qwen-Chat のコードとモデルウェイトは、研究者や開発者が自由に使用することができます。また、商用利用も可能です。詳しくは [LICENSE](LICENSE) をご覧ください。商用利用を希望される方は、リクエストフォーム([7B](https://dashscope.console.aliyun.com/openModelApply/qianwen), [14B](https://dashscope.console.aliyun.com/openModelApply/Qwen-14B-Chat))に必要事項をご記入の上、お申し込みください。
<br><br>
## お問い合わせ
研究チームまたは製品チームへのメッセージは、qianwen_opensource@alibabacloud.com までお気軽にお送りください。

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