task_categories:conversational task_categories:question-answering task_categories:text-generation size_categories:n<1K language:en license:apache-2.0 Physics Biology Math Chemistry Culture Logic region:us
---
license: apache-2.0
task_categories:
- conversational
- question-answering
- text-generation
language:
- en
tags:
- Physics
- Biology
- Math
- Chemistry
- Culture
- Logic
pretty_name: Verified-Camel
size_categories:
- n<1K
---

## This is the Official Verified Camel dataset. Just over 100 verified examples, and many more coming soon!

 - Comprised of over 100 highly filtered and curated examples from specific portions of CamelAI stem datasets. 

 - These examples are verified to be true by experts in the specific related field, with atleast a bachelors degree in the subject.

 - Roughly 30-40% of the originally curated data from CamelAI was found to have atleast minor errors and/or incoherent questions(as determined by experts in said field)

## Purpose?

 - This dataset is not intended to be trained on by itself(besides perhaps interesting research purposes) however, the size and quality of this dataset can work wonderfully as a supplemmentary addition to virtually any multi-turn compatible dataset. I encourage this use, all I ask is proper credits given for such! 

## Quality filtering and cleaning.

 - Extensive cleaning was done to make sure there is no possible instances of overt AI moralizing or related behaviour, such as "As an AI language model" and "September 2021"

 - This was done for the initial curation due to the responses being originally created by GPT-4.


## Future Plans & How you can help!

This is a relatively early build amongst the grand plans for the future of what I plan to work on! 

In the near future we plan on leveraging the help of even more domain specific expert volunteers to eliminate any mathematically/verifiably incorrect answers from training curations of different types of datasets.

If you have at-least a bachelors in mathematics, physics, biology or chemistry and would like to volunteer even just 30 minutes of your expertise time, please contact LDJ on discord!