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Fine-Tuning Dataset Validator

Local processing
Validate JSONL fine-tuning datasets against selectable chat-shape checks — entirely in your browser
Standards, sources and review dates
  • OpenAI models and prices · selected October 2026 records · Reviewed

    Only rows with individual review dates have refreshed metadata. Historical rows are unverified. Local BPE/heuristics are not API billing counts. Review interval: 7 days.

Runnable debugging guides
OpenAI (messages)
Lines
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Invalid
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Total tokens
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JSONL input
LineStatusTokensIssues
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Frequently asked questions