# Source: https://developers.openai.com/resources/guide/fine-tuning-best-practices-guide.md

# Fine-tuning best practices

> Recommendations for effective and efficient model fine-tuning.

- Type: Guide
- Tags: fine-tuning
- URL: https://platform.openai.com/docs/guides/fine-tuning-best-practices#page-top
- Created: 2025-07-21
- Updated: 2025-07-21

## Summary
Lists approaches to maximize quality while controlling costs during fine-tuning.

## Details
Includes tips on data preparation, parameter choices, and monitoring.