LLM Reference

GLiNER2.5 Models by Fastino Labs

Fastino LabsApache 2.0Open sourceAgents
1 model2026From $0.03/1M input

Last refreshed 2026-09-24. Next refresh: weekly.

Details

ResearcherFastino Labs
LicenseApache 2.0OSI-approved
Commercial useCommercial use: permitted
Models1
Released2026

Capabilities

Structured OutputsAll models

About

GLiNER2.5 is Fastino Labs' encoder model generation for schema-driven information extraction and typed decisions. The Hugging Face card for GLiNER2.5-Decide calls it the classification model in the GLiNER2.5 family. Fastino docs also document GLiNER2.5 extraction variants (boundary prediction, constrained classification, span attributes, long-context, joint IE) under Apache 2.0. It is Fastino Labs' own family, a peer of other decision models.

Decision facts

Best fit
agentsagentstructured outputs
Capability starting point
GLiNER2.5-Decide with structured outputs
Lowest tracked input
GLiNER2.5-Decide · $0.03/1M · Pioneer AI
Closest related family
Agents-A1

Current Variants

Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.

1 in view

Use when the workload needs 340M parameters, structured outputs, and fine tuning.

2026-09340M parametersstructured outputsfine tuning

Release Timeline

1 release group
2026-09
1 current
GLiNER2.5-Decide
340M parametersstructured outputsfine tuning
Current

Specifications(1 models)

GLiNER2.5 model specifications comparison
ModelReleasedParametersStructured Outputs
GLiNER2.5-Decide2026-09340MYes

Available From(1 provider)

Pricing

GLiNER2.5 model pricing by provider
ModelProviderInput / 1MOutput / 1MType
GLiNER2.5-DecidePioneer AI$0.03—Serverless