Last refreshed 2026-09-24. Next refresh: weekly.
Why use GLiNER2.5-Decide on Pioneer AI?
Pioneer AI offers GLiNER2.5-Decide with pay-as-you-go pricing at $0.03/1M input tokens. Pioneer AI is an adaptive inference and fine-tuning platform by Fastino Labs.
Setup recipe
Docs fallbackUse the provider REST API or SDKCreate a provider API keymodel: fastino/gliner2.5-decidefastino/gliner2.5-decideRequest example
fastino/gliner2.5-decide.Gotchas
- Use provider model ID "fastino/gliner2.5-decide", not the LLMReference slug "gliner2.5-decide".
Pricing
| Type | Price (per 1M) |
|---|---|
| Input tokens | $0.03 |
| Output tokens | Free |
Capabilities
About GLiNER2.5-Decide
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.