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Schematron 8B

Schematron-8B is the larger member of Inference.net’s Schematron family: long-context models (up to 128K tokens) specialized in converting messy HTML into strict, schema-valid JSON. Built on an 8B-parameter backbone and tuned with format enforcement and repair strategies, it achieves highest extraction quality on complex, noisy pages where strict structured outputs are required.
New Text Gen 7
Released: September 9, 2025

Overview

8B long-context HTML-to-JSON extraction model specialized for converting messy web pages into schema-valid structured JSON with a 128K-token context, strict JSON mode and high-quality extraction at low cost.

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 8B

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Last updated: February 10, 2026
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