JoaoPBBR/Open-Reasonings

---
language:
- en
license: openrail
tags:
- question-answering
- reasoning
- math
- medical
- science
task_categories:
- question-answering
size_categories:
- 100K<n<1M
pretty_name: Open Reasonings
configs:
- config_name: default
data_files:
- split: math
path: "math_reasonings.jsonl"
- split: medical
path: "medical_reasonings.jsonl"
- split: science
path: "science_reasonings.jsonl"

---

# Open-Reasonings

A curated dataset of problems, step-by-step reasoning, and final answers across three domains:

- Math
- Medical
- Science

Each entry includes the raw problem statement, detailed chain-of-thought reasoning, and the final answer clearly tagged.

## Fields
| Field | Type | Description |
| ----------- | ------ | ------------------------------------------------------------------------ |
| `id` | string | Unique identifier for each example |
| `problem` | string | Problem statement or question |
| `reasoning` | string | Chain-of-thought reasoning, wrapped in `<reasoning>...</reasoning>` |
| `answer` | string | Final result wrapped in `<answer>...</answer>` |

## Dataset Structure
A single config backed by three files:
- `math_reasonings.jsonl`
- `medical_reasonings.jsonl`
- `science_reasonings.jsonl`

## Usage

### Load all splits (single config, DatasetDict with three splits)
```python
from datasets import load_dataset

ds_math = load_dataset("JoaoPBBR/Open-Reasonings", split="math")
ds_med = load_dataset("JoaoPBBR/Open-Reasonings", split="medical")
ds_sci = load_dataset("JoaoPBBR/Open-Reasonings", split="science")
```

## License
This dataset is released under the OpenRAIL license, allowing broad usage while preserving safety and responsible AI practices.