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GLiNER2.5-Decide
Fastino LabsDropped Sep 24, 20261 build1 maker
Single-pass encoder answers typed schema questions over text with probabilities and constraint metadata.
Live drop
Fastino LabsDropped Sep 24, 20261 build1 maker
Single-pass encoder answers typed schema questions over text with probabilities and constraint metadata.
About this release
GLiNER2.5-Decide is a 340M-parameter non-generative encoder model fine-tuned from a DeBERTa-v3-large backbone. It accepts text plus a user-defined schema of typed questions and returns structured answers, probability distributions, confidence scores, and constraint-feasibility metadata in one forward pass. Released under Apache 2.0 with weights on Hugging Face, it targets agent routing, triage, tool selection, and guardrails and runs on CPU or in air-gapped environments.
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