Schematron V2 Turbo

A 3B-parameter model from Inference.net designed to extract structured data from HTML and unstructured text into JSON format using schema-based instructions.

Strengths

Optimized for high-throughput extraction workloads, handling large volumes of parsing and data structuring tasks with a 128k token context window.

Best for

Batch extraction jobs and production pipelines that need to convert HTML or text content into validated JSON structures at scale.

Limitations

As a smaller specialized model, it may struggle with complex reasoning, multi-step reasoning chains, or extraction tasks requiring deep semantic understanding beyond schema-constrained output.