math

# **CAMEL: Communicative Agents for “Mind” Exploration of Large Scale Language Model Society**
- **Github:** https://github.com/lightaime/camel
- **Website:** https://www.camel-ai.org/
- **Arxiv Paper:** https://arxiv.org/abs/2303.17760

## Dataset Summary

Math dataset is composed of 50K problem-solution pairs obtained using GPT-4. The dataset problem-solutions pairs generating from 25 math topics, 25 subtopics for each topic and 80 problems for each "topic,subtopic" pairs.

We provide the data in `math50k.zip`.

## Data Fields

**The data fields for files in `math50k.zip` are as follows:**

* `role_1`: assistant role
* `topic`: math topic
* `sub_topic`: math subtopic belonging to topic
* `message_1`: refers to the problem the assistant is asked to solve.
* `message_2`: refers to the solution provided by the assistant.

Note: File naming refers to {`topic_index`}\_{`subtopic_index`}\_{`problem_number`}.

**Download in python**
```
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="camel-ai/math", repo_type="dataset", filename="math50k.zip",
local_dir="datasets/", local_dir_use_symlinks=False)
```

### Citation

```
@misc{li2023camel,
title={CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society},
author={Guohao Li and Hasan Abed Al Kader Hammoud and Hani Itani and Dmitrii Khizbullin and Bernard Ghanem},
year={2023},
eprint={2303.17760},
archivePrefix={arXiv},
primaryClass={cs.AI}
}
```

## Disclaimer:

This data was synthetically generated by GPT4 and might contain incorrect information. The dataset is there only for research purposes.

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license: cc-by-nc-4.0
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# **CAMEL：面向大规模语言模型社群思维探索的对话式智能体（Communicative Agents）**
- **Github：** https://github.com/lightaime/camel
- **官网：** https://www.camel-ai.org/
- **ArXiv 论文：** https://arxiv.org/abs/2303.17760

## 数据集概述
本数学数据集包含5万条由GPT-4生成的问题-解答对。该数据集的问题-解答对源自25个数学主题，每个主题下设25个子主题，且每个"主题-子主题"组合对应80道问题。我们已将数据打包至`math50k.zip`中供获取。

## 数据字段
`math50k.zip`内的文件包含以下数据字段：
* `role_1`：助手角色
* `topic`：数学主题
* `sub_topic`：隶属于该主题的数学子主题
* `message_1`：指代要求助手解决的问题
* `message_2`：指代助手提供的解答

注意：文件命名遵循格式：`{topic_index}_{subtopic_index}_{problem_number}`。

## Python 下载方式

from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="camel-ai/math", repo_type="dataset", filename="math50k.zip",
local_dir="datasets/", local_dir_use_symlinks=False)

## 引用格式

@misc{li2023camel,
title={CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society},
author={Guohao Li and Hasan Abed Al Kader Hammoud and Hani Itani and Dmitrii Khizbullin and Bernard Ghanem},
year={2023},
eprint={2303.17760},
archivePrefix={arXiv},
primaryClass={cs.AI}
}

## 免责声明
本数据由GPT-4合成生成，可能包含错误信息。本数据集仅用于科研用途。

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许可协议：CC BY-NC 4.0
---