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axolotl/docs/dataset-formats/stepwise_supervised.qmd
2025-01-30 17:33:42 -05:00

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---
title: Stepwise Supervised Format
description: Format for datasets with stepwise completions and labels
order: 3
---
## Stepwise Supervised
The stepwise supervised format is designed for chain-of-thought (COT) reasoning
datasets where each example contains multiple completion steps and a preference label
for each step.
### Example
Here's a simple example of a stepwise supervised dataset entry:
```json
{
"prompt": "Which number is larger, 9.8 or 9.11?",
"completions": [
"The fractional part of 9.8 is 0.8, while the fractional part of 9.11 is 0.11.",
"Since 0.11 is greater than 0.8, the number 9.11 is larger than 9.8."
],
"labels": [true, false]
}
```