gliner-community/gliner_small-v2.5
Primitive: /extract · Extract ·
DeBERTa
GLiNER v2.5 is the community-maintained release of the GLiNER zero-shot NER family, identifying arbitrary entity types with a bidirectional transformer encoder
MultilingualEntities
Overview
Hardware: — drives latency, throughput & cost
| Size | 60M params |
|---|---|
| Tasks | /extract |
| License | apache-2.0 |
| Languages | multilingual |
| Latency | — |
| Throughput | — |
| Cost | — /1M tok |
Cost is approximate — computed from list GPU prices; your actual price depends on the provider you deploy SIE with.
Extraction
| Output kinds | Entities |
|---|---|
| Inputs | text |
| Max sequence length | — |
Benchmarks
CoNLL-2003
Named entity recognition on Reuters newswire text
Corpus: 3,453 Queries: 3,453
Quality
f1 0.6691
precision 0.6481
recall 0.6916
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