Fino1 / Fin-o1 — financial reasoning
Collection
Reasoning-enhanced financial LLMs, training data and evaluation sets from Fino1 (arXiv:2502.08127). • 16 items • Updated
Request access to ConvFinQA — reasoning-eval test (query/answer)
ConvFinQA — reasoning-eval test (query/answer) is released by The Fin AI for research. Access is granted automatically after you complete this short form.
By accessing this dataset you agree to its license and to cite the Fino1 paper in any resulting publication.
Log in or Sign Up to review the conditions and access this dataset content.
ConvFinQA — reasoning-eval test (query/answer)
📄 Paper · 💻 Code · 🌐 The Fin AI
Used in Fino1 — Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance (arXiv:2502.08127). Formerly
TheFinAI/CONVFINQA_test_test(the old name redirects here).
The 1,490 ConvFinQA test items in query/answer form (the same items are repeated in all three splits). Loaded by the o1 task configs in the FinBen/Ebisu evaluation harness. See also en-convfinqa-reasoning. ConvFinQA is MIT-licensed.
| Task | multi-turn numerical QA |
| Language | en |
| License | mit |
Quick Start
from datasets import load_dataset
ds = load_dataset("TheFinAI/en-convfinqa-reasoning-test", split="test")
print(ds[0])
| Split | Rows |
|---|---|
train |
1,490 |
val |
1,490 |
test |
1,490 |
Columns: id, query, answer
Citation
@misc{qian2025fino1transferabilityreasoningenhancedllms,
title={Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance},
author={Lingfei Qian and Weipeng Zhou and Yan Wang and Xueqing Peng and Han Yi and Yilun Zhao and Jimin Huang and Qianqian Xie and Jian-yun Nie},
year={2025},
eprint={2502.08127},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2502.08127},
}
- Downloads last month
- 46