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Schematron 3B

Schematron-3B is the 3B-parameter variant of the Schematron long-context HTML-to-JSON models. It keeps the 128K context window and strict JSON mode, but is optimized for cost-sensitive workloads, offering near-Schematron-8B extraction quality on many real-world web pages while running faster and cheaper, ideal for large scale scraping and web data structuring pipelines.
New Text Gen 7
Released: September 9, 2025

Overview

3B long-context HTML-to-JSON extraction model tuned for fast, cheap structured extraction on standard web pages, matching frontier accuracy for many tasks while keeping the same 128K context and strict JSON mode.

About Inference

There is less of a GPU shortage than you have been led to believe. Data centers have underutilized capacity, but it comes in a form that most orchestration software is not capable of using: a few minutes here, a few hours there.

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Tools using Schematron 3B

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Last updated: February 10, 2026
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