tools · instructor-ai

Instructor

Structured LLM output via Pydantic schemas — works with OpenAI, Anthropic, Gemini.

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What this registry has checked

Quarantine. We hold the publisher’s own published hash for these weights and have recorded it against this entry. We have not downloaded and hashed the weights ourselves, so the hash is the publisher’s claim, not our measurement.

Weight file SHA-256	bced7a9a24d7d7fc33f20bffbeb7b1ca90ffa359b8177e791011fd7bdf0063cb

Re-check this yourself → Source → Full record →

What is recorded

Publisher	instructor-ai
Origin	United States
Licence	MIT
Pulls recorded here	52,001

Elsewhere in the registry

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Registry record as of 2026-06-06. Identity, licence and parameter count are properties of a release and do not move; tier can, and the verify link above re-checks it against the live registry rather than this page.