openai · OpenAI Platform Docs
Vision fine-tuning
A guide on performing supervised fine-tuning with image inputs, covering data formatting, image requirements, content moderation, and cost reduction strategies.
Derived skill
Files assembled from official documentation
Viewing SKILL.md
Vision fine-tuning
A guide on performing supervised fine-tuning with image inputs, covering data formatting, image requirements, content moderation, and cost reduction strategies.
When To Use
Use when you need to prepare datasets or configure training jobs to improve a model's ability to perform image classification or follow complex visual instructions.
Reference Files
| File | Contains | Use For |
|---|---|---|
SKILL.md | Entry point: scope, routing table, and workflow. | Start here. |
docs/vision-fine-tuning-workflow-guide.md | A guide detailing data formats, image requirements, and size constraints for supervised fine-tuning with vision models on the OpenAI platform. | Questions about a guide detailing data formats, image requirements, and size constraints for supervised fine-tuning with vision model... |
examples/vision-fine-tuning-openai-vision-fine-tuning-training-data.json | A JSON formatted dataset containing system, user, and assistant messages with image URLs for vision fine-tuning. | Exact payloads, commands, or snippets shown in A JSON formatted dataset containing system, user, and assistant messages with image URLs for vision fine-tuning. |
examples/vision-fine-tuning-openai-vision-fine-tuning-training-data-jsonl.json | A JSONL formatted dataset containing image URLs and text prompts for vision fine-tuning. | Exact payloads, commands, or snippets shown in A JSONL formatted dataset containing image URLs and text prompts for vision fine-tuning. |
What This Skill Covers
- Vision fine-tuning uses image inputs for supervised fine-tuning to improve the model's understanding of image inputs. This guide will take you through this s...
- Main sections:
Data format,Image data requirements,Size,Format,Content moderation policy.
Workflow
- Open the most relevant file under
docs/for the exact documented workflow and wording. - Open
schemas/files for exact structured contracts. - Open
examples/files for concrete requests, commands, snippets, and manifests. - Do not add behavior or configuration that is not present in the attached source files.
Canonical source: https://developers.openai.com/api/docs/guides/vision-fine-tuning.md