---
license: other
pretty_name: NuminaMath Worked Solutions (Augmented)
language:
- en
task_categories:
- text-generation
- question-answering
tags:
- adaption
- autoscientist
- sft
- instruction-tuning
- fine-tuning
- math
- chain-of-thought
size_categories:
- 10K<n<100K
configs:
- config_name: default
  data_files:
  - split: train
    path: data.parquet
license_name: mixed-see-card
source_datasets:
- AI-MO/NuminaMath-CoT
---

# NuminaMath Worked Solutions (Augmented)

Competition and school maths problems with step-by-step solutions.

| | |
|---|---|
| Rows | 27,962 |
| Domain | mathematics |
| Format | `data.parquet`, one row per example |
| Licence | other |
| Built for | supervised fine-tuning (SFT) experiments on [Adaption](https://adaptionlabs.ai) AutoScientist |

## Columns

| Column | Description |
|---|---|
| `original_prompt` | The prompt (user turn) as uploaded. |
| `original_completion` | The target response as uploaded. |
| `enhanced_prompt` | Prompt after Adaption processing (rewrite or augmentation). |
| `enhanced_completion` | Response after Adaption processing (rewrite or augmentation). |

## How it was built

Sampled from NuminaMath-CoT, balanced across its sources and decontaminated against MATH-500, GSM8K test and the NuminaMath test split.

## Sources and licence

- [AI-MO/NuminaMath-CoT](https://huggingface.co/datasets/AI-MO/NuminaMath-CoT) (Apache-2.0)

## Notes

- This dataset was expanded by Adaption's augmentation, which adds platform-generated rows alongside the seed. The added rows are general-purpose and do not all match the dataset's topic; Adaption does not publish their provenance, so the licence is listed as other. The export does not mark which rows are seed and which were added.

## Loading

```python
from datasets import load_dataset
ds = load_dataset("rodriguescarson/adaption-math-problem-solutions-aug", split="train")
```

```python
import pandas as pd
df = pd.read_parquet("hf://datasets/rodriguescarson/adaption-math-problem-solutions-aug/data.parquet")
```

Published by [Carson Rodrigues](https://carsonrodrigues.com) ([Hugging Face](https://huggingface.co/rodriguescarson), [Kaggle](https://www.kaggle.com/carsonrodrigues)).