README.md

---
pretty_name: FLARE-ES · Spanish instruction-tuning data
license: other
license_name: public-source
language:
- es
task_categories:
- text-generation
size_categories:
- 10K<n<100K
source_datasets:
- extended
tags:
- finance
- benchmark
- thefinai
- flare-es
- flare
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: valid
    path: data/valid-*
dataset_info:
  features:
  - name: id
    dtype: string
  - name: conversations
    list:
    - name: from
      dtype: string
    - name: value
      dtype: string
  splits:
  - name: train
    num_bytes: 41354500
    num_examples: 14851
  - name: valid
    num_bytes: 6718150
    num_examples: 2226
  download_size: 23259291
  dataset_size: 48072650
extra_gated_heading: Request access to FLARE-ES · Spanish instruction-tuning data
extra_gated_description: This FLARE-ES task is released by The Fin AI for research. Access is granted automatically after you complete this short form.
extra_gated_button_content: Agree and access
extra_gated_prompt: By accessing this dataset you agree to the license of the original source (Public) and to cite the FLARE-ES paper and the original dataset in any resulting publication.
extra_gated_fields:
  Full name: text
  Affiliation: text
  Country: country
  Intended use:
    type: select
    options:
    - Research
    - Education
    - Commercial evaluation
    - Other
  I agree to the terms above and will cite the papers: checkbox
---

# FLARE-ES · Spanish instruction-tuning data

📄 [Paper](https://arxiv.org/abs/2402.07405) · 🌐 [The Fin AI](https://thefin.ai)

> Part of **FLARE-ES** — *Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English* ([arXiv:2402.07405](https://arxiv.org/abs/2402.07405)).

Instruction-tuning conversations used to train the FinMA-ES models; prompts follow the Spanish templates in the paper (Table 3).

| | |
|---|---|
| Task | instruction tuning (training data, not an evaluation set) |
| Original dataset | FLARE-ES instruction data built from the Spanish tasks in Table 1 |
| Source license | Public |
| Language | es |

## Quick Start

```python
from datasets import load_dataset

ds = load_dataset("TheFinAI/es-instruction-tuning", split="valid")
print(ds[0])
```

## Dataset Structure

| Split | Rows |
|---|---|
| `train` | 14,851 |
| `valid` | 2,226 |

| Field | Description |
|---|---|
| `id` | Example id |
| `conversations` | Instruction-tuning dialogue turns (`from`, `value`) |

## License

The paper lists the original data as **publicly available** without a specific license (FLARE-ES paper, Tables 1-2); refer to the original source for its terms.

## Citation

Please cite FLARE-ES and the original dataset (FLARE-ES instruction data built from the Spanish tasks in Table 1):

```bibtex
@misc{zhang2024dolaresdollarsunravelingbilingual,
      title={D\'olares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English},
      author={Xiao Zhang and Ruoyu Xiang and Chenhan Yuan and Duanyu Feng and Weiguang Han and Alejandro Lopez-Lira and Xiao-Yang Liu and Sophia Ananiadou and Min Peng and Jimin Huang and Qianqian Xie},
      year={2024},
      eprint={2402.07405},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2402.07405},
}
```