GLiNER 2.5 Base
by Fastino LabsChat
English boundary NER and structured extraction with LoRA fine-tuning.
- Context
- 4.1K tokens
- Max output
- 4,096 tokens
- Parameters
- 0.19B total
- Released
- 2026-08-24
- Weights
- Open
- Licence
- apache-2.0
fastino/gliner2-5-base-v1
Specifications
Full facts as recorded, incl. what is unknown.
- Released
- 2026-08-24
- Weights
- Opennot gated
- License
- apache-2.0
- Input
- Text
- Output
- Text
- Context window
- 4,096 max across endpoints
- Max output
- 4,096
- Providers
- 0 + 1 gateway, not counted as providers
- Epoch Capabilities Index
- not evaluated
- Direct price range
- $0.03 in at Pioneer, via gateway, fees not verified
More details
- Last updated
- 2026-08-24
- Knowledge cutoff
- Weights link
- Hugging Face · fastino/gliner2.5-base-v1
- Parameters
- 0.19B total
Capabilities
Across all endpoints: supported if any endpoint supports it.
- Tool calling
- Parallel toolsunknown
- Structured outputunknown
- Reasoning
- Image input
- PDF input
- Audio input
- Audio outputunknown
- Video input
- Prompt cachingunknown
- Web searchunknown
- Computer useunknown
- System messagesunknown
- Assistant prefillunknown
- Temperature
- Streamingunknown
- Attachments
Endpoints
One row per provider and variant; gateways are listed separately.
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Cost calculator
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More from Fastino Labs
Newest Fastino Labs models in the catalogue. All Fastino Labs models
| Model | Released | Context | Listed price |
|---|---|---|---|
| GLiNER-2.5-Decide | 2026-09-24 | 8.2K | $0.15 via Pioneer |
| GLiNER 2.5 Multi | 2026-08-24 | 4.1K | $0.15 via Pioneer |
| GLiNER2-Guardrails-PII-Multi | 2026-07-08 | 8.2K | $0.15 via Pioneer |
| GLiGuard LLM Guardrails 300M | 2026-04-30 | 8.2K | $0.15 via Pioneer |
| GLiNER2 Privacy Filter PII (Multi) | 2026-04-30 | 8.2K | $0.15 via Pioneer |
| GLiNER2 Multi | 2025-11-30 | 8.2K | $0.15 via Pioneer |
| GLiNER2 Multi Large | 2025-11-30 | 8.2K | $0.15 via Pioneer |
| GLiNER2 Base | 2025-06-30 | 8.2K | $0.15 via Pioneer |
Heads up: prices are indicative list rates scraped from provider pricing pages; verify with the provider before relying on them. Report incorrect data for this model