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README.md
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🏠 <a href="https://models.aminer.cn/codegeex" target="_blank">Homepage</a> | 📖 <a href="https://models.aminer.cn/codegeex/blog/" target="_blank">Blog</a> | 🪧 <a href="https://models.aminer.cn/codegeex/playground" target="_blank">DEMO</a> | 🤖 <a href="https://models.aminer.cn/codegeex/download/request" target="_blank">Download Model</a> | 📃 Paper(Coming soon!) |
</p>
<p align="center">
🛠 <a href="https://marketplace.visualstudio.com/items?itemName=aminer.codegeex" target="_blank">VS Code Extension</a> | 👋 Join our <a href="https://join.slack.com/t/codegeexworkspace/shared_invite/zt-1jxpygozo-GuB40XQPiyfrCflupyLKKw"target="_blank">Slack</a> or <a href="https://t.me/+IipIayJ32B1jOTg1"target="_blank">Telegram</a> or <a href="https://wj.qq.com/s2/11274205/a15b/"target="_blank">WeChat</a> | 🌐 <a href="README_zh.md" target="_blank">中文</a>
🛠 <a href="https://marketplace.visualstudio.com/items?itemName=aminer.codegeex" target="_blank">VS Code</a> or <a href="https://plugins.jetbrains.com/plugin/20587-codegeex" target="_blank">Jetbrains</a> Extensions | 👋 Join our <a href="https://join.slack.com/t/codegeexworkspace/shared_invite/zt-1jxpygozo-GuB40XQPiyfrCflupyLKKw"target="_blank">Slack</a> or <a href="https://t.me/+IipIayJ32B1jOTg1"target="_blank">Telegram</a> or <a href="https://wj.qq.com/s2/11274205/a15b/"target="_blank">WeChat</a> | 🌐 <a href="README_zh.md" target="_blank">中文</a>
</p>
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- [Installation](#installation)
- [Model Weights](#model-weights)
- [Inference on GPUs](#inference-on-gpus)
- [VS Code Extension Guidance](#vs-code-extension-guidance)
- [VS Code and Jetbrains Extension Guidance](#vs-code-and-jetbrains-extension-guidance)
- [CodeGeeX: Architecture, Code Corpus, and Implementation](#codegeex-architecture-code-corpus-and-implementation)
- [HumanEval-X: A new benchmark for Multilingual Program Synthesis](#humaneval-x-a-new-benchmark-for-multilingual-program-synthesis)
- [Multilingual Code Generation](#multilingual-code-generation)
@ -42,6 +42,10 @@ We introduce CodeGeeX, a large-scale multilingual code generation model with 13
## News
* **2022-12-13**: We release the source code of CodeGeeX VS Code extension in [codegeex-vscode-extension](https://github.com/CodeGeeX/codegeex-vscode-extension). Follow [QuickStart](https://github.com/CodeGeeX/codegeex-vscode-extension/blob/main/doc/quickstart.md) to start development.
* **2022-12-11**: CodeGeeX is now available for Jetbrains IDEs (IntelliJ IDEA, PyCharm, GoLand, CLion, etc), download it [here](https://plugins.jetbrains.com/plugin/20587-codegeex).
* **2022-12-04**: We release source code of quantization (requires less GPU RAM: 27GB -> 15GB) and model parallelism (possible to run on multiple GPUs with <8G RAM).
* **2022-09-30**: We release the cross-platform source code and models weights for both Ascend and NVIDIA platforms.
@ -85,10 +89,15 @@ bash ./scripts/convert_ckpt_parallel.sh <LOAD_CKPT_PATH> <SAVE_CKPT_PATH> <MP_SI
bash ./scripts/test_inference_parallel.sh <MP_SIZE> ./tests/test_prompt.txt
```
### VS Code Extension Guidance
### VS Code and Jetbrains Extension Guidance
Based on CodeGeeX, we also develop free extentions for VS Code and Jetbrains IDEs, and more in the future.
For VS Code, search "codegeex" in Marketplace or install it [here](https://marketplace.visualstudio.com/items?itemName=aminer.codegeex). Detailed instructions can be found in
[VS Code Extension Guidance](vscode-extension/README.md). For developpers, we have also released the source code in [codegeex-vscode-extension](https://github.com/CodeGeeX/codegeex-vscode-extension), please follow [QuickStart](https://github.com/CodeGeeX/codegeex-vscode-extension/blob/main/doc/quickstart.md) to start development.
Based on CodeGeeX, we also develop a free VS Code extention, search "codegeex" in Marketplace or install it [here](https://marketplace.visualstudio.com/items?itemName=aminer.codegeex). Detailed instructions can be found in
[CodeGeeX Extension Guidance](vscode-extension/README.md).
For Jetbrains IDEs, search "codegeex" in Plugins or intall it [here](https://plugins.jetbrains.com/plugin/20587-codegeex).
Make sure your IDE version is 2021.1 or later. CodeGeeX now supports IntelliJ IDEA, PyCharm, GoLand, CLion, Android Studio, AppCode, Aqua, DataSpell, DataGrip, Rider, RubyMine, and WebStorm.
## CodeGeeX: Architecture, Code Corpus, and Implementation

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<img src="resources/logo/codegeex_logo.png">
<p align="center">
🏠 <a href="https://models.aminer.cn/codegeex/zh-CN" target="_blank">主页</a> | 📖 <a href="https://models.aminer.cn/codegeex/blog/index_zh.html" target="_blank">博客</a> | 🪧 <a href="https://models.aminer.cn/codegeex/zh-CN/playground" target="_blank">示例</a> | 🤖 <a href="https://models.aminer.cn/codegeex/download/request" target="_blank">模型下载</a> | 📃 论文（即将推出！）
🏠 <a href="https://models.aminer.cn/codegeex/zh-CN" target="_blank">主页</a> | 📖 <a href="https://models.aminer.cn/codegeex/blog/index_zh.html" target="_blank">博客</a> | 🪧 <a href="https://models.aminer.cn/codegeex/zh-CN/playground" target="_blank">示例</a> | 🤖 <a href="https://models.aminer.cn/codegeex/download/request" target="_blank">模型下载</a> | 📒 <a href="https://github.com/THUDM/CodeGeeX/blob/main/api/README_zh.md" target="_blank">API申请</a> | 📃 论文（即将推出！）
</p>
<p align="center">
🛠 <a href="https://marketplace.visualstudio.com/items?itemName=aminer.codegeex" target="_blank">VS Code插件</a> | 📒 <a href="https://github.com/THUDM/CodeGeeX/blob/main/api/README_zh.md" target="_blank">API申请</a> | 👋 欢迎加入 <a href="https://join.slack.com/t/codegeexworkspace/shared_invite/zt-1jxpygozo-GuB40XQPiyfrCflupyLKKw"target="_blank">Slack</a> 或 <a href="https://t.me/+IipIayJ32B1jOTg1"target="_blank">Telegram</a> 或 <a href="https://wj.qq.com/s2/11274205/a15b/"target="_blank">微信开发者交流群</a> | 🌐 <a href="https://github.com/THUDM/CodeGeeX/blob/main/README.md" target="_blank">English</a>
🛠 <a href="https://marketplace.visualstudio.com/items?itemName=aminer.codegeex" target="_blank">VS Code</a> 或 <a href="https://plugins.jetbrains.com/plugin/20587-codegeex" target="_blank">Jetbrains</a> 插件 | 👋 欢迎加入 <a href="https://join.slack.com/t/codegeexworkspace/shared_invite/zt-1jxpygozo-GuB40XQPiyfrCflupyLKKw"target="_blank">Slack</a> 或 <a href="https://t.me/+IipIayJ32B1jOTg1"target="_blank">Telegram</a> 或 <a href="https://wj.qq.com/s2/11274205/a15b/"target="_blank">微信开发者交流群</a> | 🌐 <a href="https://github.com/THUDM/CodeGeeX/blob/main/README.md" target="_blank">English</a>
</p>
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- [安装](#安装)
- [模型权重](#模型权重)
- [用GPU进行推理](#用gpu进行推理)
- [VS Code插件使用指南](#vs-code插件使用指南)
- [插件使用指南](#插件使用指南)
- [CodeGeeX: 多语言代码生成模型](#codegeex-多语言代码生成模型-1)
- [国产平台实现与训练](#国产平台实现与训练)
- [HumanEval-X: 多语言代码生成基准](#humaneval-x-多语言代码生成基准)
@ -41,6 +41,10 @@ CodeGeeX是一个具有130亿参数的多编程语言代码生成预训练模型
## 新闻
* **2022-12-13**: 我们开源了VS Code插件源码：[codegeex-vscode-extension](https://github.com/CodeGeeX/codegeex-vscode-extension)，参考 [QuickStart](https://github.com/CodeGeeX/codegeex-vscode-extension/blob/main/doc/quickstart.md) 开始开发吧！
* **2022-12-11**: CodeGeeX for Jetbrains IDEs已上线，支持IntelliJ IDEA, PyCharm, GoLand, CLion等，[点击下载](https://plugins.jetbrains.com/plugin/20587-codegeex)。
* **2022-12-04**: 我们开源了量化代码（需要更少的显存：27GB -> 15GB）以及模型并行代码（可以运行在多个显存至少8GB的GPUs上）。
* **2022-09-30**: 我们开源了跨平台代码和模型权重，同时支持昇腾和英伟达平台。
@ -83,10 +87,14 @@ bash ./scripts/convert_ckpt_parallel.sh <LOAD_CKPT_PATH> <SAVE_CKPT_PATH> <MP_SI
bash ./scripts/test_inference_parallel.sh <MP_SIZE> ./tests/test_prompt.txt
```
### VS Code插件使用指南
### 插件使用指南
基于CodeGeeX，我们开发了免费的插件，支持 VS Code 与 Jetbrains IDEs，未来会支持更多平台。
基于CodeGeeX，我们开发了一款免费的VS Code插件，在应用市场搜索“codegeex”或通过[该链接](https://marketplace.visualstudio.com/items?itemName=aminer.codegeex)安装。详细的使用指南在[CodeGeeX插件使用指南](vscode-extension/README_zh.md).
VS Code版本，在应用市场搜索“codegeex”或通过[该链接](https://marketplace.visualstudio.com/items?itemName=aminer.codegeex)安装。详细的使用指南在[CodeGeeX VS Code插件使用指南](vscode-extension/README_zh.md)。我们也开源了VS Code插件源码：[codegeex-vscode-extension](https://github.com/CodeGeeX/codegeex-vscode-extension)，参考[QuickStart](https://github.com/CodeGeeX/codegeex-vscode-extension/blob/main/doc/quickstart_zh.md) 开始开发吧！
Jetbrains版本，在Plugins市场搜索“codegeex”或通过[该链接](https://plugins.jetbrains.com/plugin/20587-codegeex)安装。
请确保IDE版本在2021.1或更高。CodeGeeX目前支持 IntelliJ IDEA, PyCharm, GoLand, CLion, Android Studio, AppCode, Aqua, DataSpell, DataGrip, Rider, RubyMine, WebStorm。
## CodeGeeX: 多语言代码生成模型

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