GLiNER2.5-Decide

Released
2026-09-24
Last refreshed
2026-09-24
Status
Researched 19d ago
Open sourceCommercial use: permittedAgentsClassificationJSON / Tool useAgent
Fastino Labs releases · 1 in the last 12 monthsChangelog →
Specifications
Family
GLiNER2.5
Released
2026-09-24
Parameters
340M
Openness
Open source
License
Apache 2.0OSI-approvedCommercial use: permitted
Weights
Available
Code
Unknown
Training
Fine-tuned
Created by

Adaptive inference and small language model fine-tuning.

United States
Founded 2024
Website
Pricing
Output / 1M
Free
Input / 1M
$0.030

Cheapest of 1 route · Pioneer AI

About

GLiNER2.5-Decide is Fastino Labs' 340M open-weight encoder decision and classification model in the GLiNER2.5 family, released September 24, 2026. The Hugging Face card (Apache 2.0) describes a DeBERTa-v3-large encoder with base model fastino/gliner2-large-v1. It loads via gliner2 and AutoExtractor.from_pretrained("fastino/GLiNER2.5-Decide"), accepts any label set at call time (intent, routing, sentiment, priority, policy, multi-label) in one forward pass, and returns structured decisions with probabilities and confidence. It is not a chat, reasoning, or open-QA model. Hosted inference and fine-tuning use the Fastino API model ID fastino/gliner2.5-decide.

Providers(1)

Compare API pricing across 1 tracked provider route for input and output tokens, batch, and cached reads when available.

ProviderInput / 1MOutput / 1MRoute
Pioneer AI$0.030Free
Serverless

Capabilities

Structured OutputsFine-tuning

Benchmark peer barsfor Agents

No task-mapped benchmark peers are available for this model yet.

Migration checks

No linked migration route is available for this model yet.

API versions

gliner2.5-decideGLiNER2.5-DecideGLiNER-2.5-Decidefastino/GLiNER2.5-Decidefastino/gliner2.5-decide