Datasets:
Size:
10K<n<100K
License:
license: apache-2.0 | |
size_categories: | |
- 10K<n<100K | |
# IHOP FLAN CoT ZeroShot | |
A recreation of the FLAN cot dataset for only zeroshot. | |
Because: the flan framework is nightmare to work with. And the "conceptofmind" repos are missing the raw targets for eval as well as incorrectly labeling "opt" | |
I also add double line breaks between every "thought"/"step" in the response, to make it easier to eval with something like PRM outlined in "Let’s Verify Step by Step" | |
The templates are very similar and close enough that it shold not matter. | |
## Citations | |
``` | |
@article{longpre2023flan, | |
title={The Flan Collection: Designing Data and Methods for Effective Instruction Tuning}, | |
author={Longpre, Shayne and Hou, Le and Vu, Tu and Webson, Albert and Chung, Hyung Won and Tay, Yi and Zhou, Denny and Le, Quoc V and Zoph, Barret and Wei, Jason and others}, | |
journal={arXiv preprint arXiv:2301.13688}, | |
year={2023} | |
} | |
@article{lightman2023lets, | |
title={Let's Verify Step by Step}, | |
author={Lightman, Hunter and Kosaraju, Vineet and Burda, Yura and Edwards, Harri and Baker, Bowen and Lee, Teddy and Leike, Jan and Schulman, John and Sutskever, Ilya and Cobbe, Karl}, | |
journal={arXiv preprint arXiv:2305.20050}, | |
year={2023} | |
} | |
``` | |