Fastino Releases GLiNER2.5: A Boundary-Prediction Architecture That Removes Span Enumeration From Information Extraction

Summary

<p>Fastino released GLiNER2.5, replacing span enumeration with boundary prediction so entity width no longer costs compute. Three Apache 2.0 checkpoints ship at 74M, 194M, and 287M parameters, all CPU-runnable. The release adds joint entity-relation decoding, constrained classification, span attributes, and 4,096-word context. Overall macro F1 reaches 56.17 on 16 zero-shot benchmarks.</p> <p>The post <a href="https://www.marktechpost.com/2026/08/24/fastino-releases-gliner2-5-a-boundary-prediction-architecture-that-removes-span-enumeration-from-information-extraction/">Fastino Releases GLiNER2.5: A Boundary-Prediction Architecture That Removes Span Enumeration From Information Extraction</a> appeared first on <a href="https://www.marktechpost.com">MarkTechPost</a>.</p>