DECISION & CLASSIFICATION / Fastino
GLiNER2.5-Decide
A compact open-weight model combining schema-defined decisions with extraction and constraints across outputs.
ACCESS & CAPABILITIES
How it fits your workflow
340M parameters, Apache-2.0 weights and local CPU support. The release describes full and LoRA fine-tuning. Jev wire compatibility is not verified.
- Documented judgment types
- Choose an option · Yes / no probability · Rubric score
- Languages
- Language coverage is not verified in this catalog.
- Context and input limits
- A deployment-specific input limit has not been verified here.
- Jev-compatible interface
- Not verified
PRICE & PROBABILITIES
Hosted price unverified
No hosted rate verified for this entry. Self-hosting needs compute, capacity and maintenance; downloadable weights do not make inference free.
Interpret the output
Returns probabilities, confidence and constraint-feasibility metadata. Structural feasibility and factual correctness are different checks.
Check before choosing
Use the Decide variant: capabilities should not be inferred from older GLiNER extraction models.
Publisher benchmark and latency figures are not our measurements or a shared leaderboard.
No shared benchmark measured yet
Our accuracy, calibration, p50/p95 latency and cost per thousand decisions are not measured. This is a source-reviewed capability profile. Compare the same task, model version, language, input size and serving setup before ranking results.
Read the selection and evaluation guide →Official sources & version notes
Fastino · GLiNER2.5-Decide release ↗ Checked 2026-10-05