Inference.net model releases

US AI infrastructure startup running a distributed GPU inference network, positioned on low-cost, high-throughput serving of small purpose-built models rather than frontier scale. Ships the "workhorse model" line — compact task-specific LLMs sold on cost per unit of work — of which the Schematron family (HTML-to-JSON structured extraction) is the flagship. Models are served API-only through its own platform plus OpenRouter. This page collects the lab's model releases, lifecycle events, source links, and model metadata in one crawlable record.

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