---
license: mit
task_categories:
- text-generation
language:
- en
tags:
- math
---
# Clean GSM8K-Aug-NL

## Overview

The Clean GSM8K-Aug family is a revised version of
[`whynlp/gsm8k-aug`](https://huggingface.co/datasets/whynlp/gsm8k-aug) and
[`whynlp/gsm8k-aug-nl`](https://huggingface.co/datasets/whynlp/gsm8k-aug-nl).
It retains the original `question`, `steps`, and `answer` schema while removing
or repairing examples with incomplete or inconsistent calculation traces.

Four representations of the same aligned questions and answers are available:

| Dataset | Step representation |
|---|---|
| [`cs-giung/clean-gsm8k-aug`](https://huggingface.co/datasets/cs-giung/clean-gsm8k-aug) | Infix arithmetic expressions |
| [`cs-giung/clean-gsm8k-aug-prefix`](https://huggingface.co/datasets/cs-giung/clean-gsm8k-aug-prefix) | Comma-delimited prefix notation |
| [`cs-giung/clean-gsm8k-aug-postfix`](https://huggingface.co/datasets/cs-giung/clean-gsm8k-aug-postfix) | Comma-delimited postfix notation |
| [`cs-giung/clean-gsm8k-aug-nl`](https://huggingface.co/datasets/cs-giung/clean-gsm8k-aug-nl) | Natural-language reasoning |

All four datasets have identical split sizes, schemas, question ordering, and
answers. Only `steps` differs between variants. The prefix and postfix variants
are guaranteed to encode the same mathematical reasoning steps as the infix
variant. The natural-language variant is aligned at the question-and-answer
level, but it is not guaranteed to contain the same reasoning steps.

See [`cs-giung/clean-gsm8k-aug`](https://huggingface.co/datasets/cs-giung/clean-gsm8k-aug) for more details.