| --- |
| license: cc-by-nc-4.0 |
| language: |
| - en |
| tags: |
| - instruction-finetuning |
| pretty_name: CAMEL Physics |
| task_categories: |
| - text-generation |
| arxiv: 2303.17760 |
| extra_gated_prompt: "By using this data, you acknowledge and agree to utilize it solely for research purposes, recognizing that the dataset may contain inaccuracies due to its artificial generation through ChatGPT." |
| extra_gated_fields: |
| Name: text |
| Email: text |
| I will adhere to the terms and conditions of this dataset: checkbox |
| --- |
| |
| # **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 |
|
|
| Physics dataset is composed of 20K problem-solution pairs obtained using gpt-4. The dataset problem-solutions pairs generating from 25 physics topics, 25 subtopics for each topic and 32 problems for each "topic,subtopic" pairs. |
|
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| We provide the data in `physics.zip`. |
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|
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| ## Data Fields |
|
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| **The data fields for files in `physics.zip` are as follows:** |
|
|
| * `role_1`: assistant role |
| * `topic`: physics topic |
| * `sub_topic`: physics 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/physics", repo_type="dataset", filename="physics.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: |
|
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| 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 |
| --- |
|
|
