biology

# **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

Biology dataset is composed of 20K problem-solution pairs obtained using gpt-4. The dataset problem-solutions pairs generating from 25 biology topics, 25 subtopics for each topic and 32 problems for each "topic,subtopic" pairs.

We provide the data in `biology.zip`.

## Data Fields

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

* `role_1`: assistant role
* `topic`: biology topic
* `sub_topic`: biology 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.

**Download in python**
```
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="camel-ai/biology", repo_type="dataset", filename="biology.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.

---
license: cc-by-nc-4.0
---

# **CAMEL：面向大规模语言模型（Large Language Model，LLM）社群心智探索的对话式AI智能体（Communicative Agents）**
- **GitHub 仓库地址**：https://github.com/lightaime/camel
- **官方网站**：https://www.camel-ai.org/
- **ArXiv 论文链接**：https://arxiv.org/abs/2303.17760

## 数据集概述
本生物学数据集包含20000条由GPT-4（Generative Pre-trained Transformer 4）生成的问题-解决方案对。该数据集的问题-解决方案对源自25个生物学主题，每个主题下设25个子主题，且每一组“主题-子主题”对应32个问题。
我们已将数据打包至`biology.zip`文件中。

## 数据字段
`biology.zip` 内文件的数据字段说明如下：
* `role_1`：助手角色
* `topic`：生物学主题
* `sub_topic`：隶属于该主题的生物学子主题
* `message_1`：指代要求助手解决的问题
* `message_2`：指代助手提供的解决方案

## Python 下载示例
python
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="camel-ai/biology", repo_type="dataset", filename="biology.zip",
local_dir="datasets/", local_dir_use_symlinks=False)

## 引用格式
bibtex
@misc{li2023camel,
title={CAMEL: 面向大规模语言模型社群心智探索的对话式AI智能体},
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
本数据集由GPT-4合成生成，可能包含错误信息，仅用于科研用途。

---
许可证：CC BY-NC 4.0
---