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openai · OpenAI Platform Docs

Vision fine-tuning | OpenAI API

Teaches the end-to-end process of fine-tuning vision models, including data preparation, training execution, and model deployment.

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Viewing SKILL.md

Vision fine-tuning | OpenAI API

Teaches the end-to-end process of fine-tuning vision models, including data preparation, training execution, and model deployment.

When To Use

Use when you need to customize a vision model to recognize specific visual patterns, follow specialized image-to-text formats, or improve performance on domain-specific visual tasks.

Reference Files

FileContainsUse For
SKILL.mdEntry point: scope, routing table, and workflow.Start here.
docs/vision-fine-tuning-openai-api-workflow-guide.mdA guide detailing data formats, image requirements, and size constraints for vision fine-tuning via the OpenAI API.Questions about a guide detailing data formats, image requirements, and size constraints for vision fine-tuning via the OpenAI API.
examples/vision-fine-tuning-openai-api-openai-vision-fine-tuning-jsonl-training-d.textA JSONL formatted dataset containing system and user messages with image URLs for training a vision fine-tuning model.Exact payloads, commands, or snippets shown in A JSONL formatted dataset containing system and user messages with image URLs for training a vision fine-tuning model.
examples/vision-fine-tuning-openai-api-jsonl-training-data-format.textA JSONL formatted training dataset containing image URLs and text descriptions for vision fine-tuning.Exact payloads, commands, or snippets shown in A JSONL formatted training dataset containing image URLs and text descriptions 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

  1. Open the most relevant file under docs/ for the exact documented workflow and wording.
  2. Open schemas/ files for exact structured contracts.
  3. Open examples/ files for concrete requests, commands, snippets, and manifests.
  4. 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