fastino/gliner2-base-v1
Primitive: /extract · Extract ·
extractor
> Extract entities, classify text, parse structured data, and extract relations—all in one efficient model.
Entities
Overview
Hardware: — drives latency, throughput & cost
| Size | 208M params |
|---|---|
| Tasks | /extract |
| License | apache-2.0 |
| Languages | en |
| Latency | 135 ms |
| Throughput | 11.0K tok/s |
| Cost | $0.020 /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 | 512 |
Benchmarks
CoNLL-2003
Named entity recognition on Reuters newswire text
Corpus: 3,453 Queries: 3,453
Quality
f1 0.5194
precision 0.4300
recall 0.6558
Performance L4 b1 c16
Extract 7.5K tok/s
Extract p50 141.6ms
FewRel
Few-shot relation extraction from Wikipedia sentences
Corpus: 70,000 Queries: 70,000
Quality
f1 0.4000
precision 0.7622
recall 0.2711
Performance L4 b1 c16
Extract 14.5K tok/s
Extract p50 128.6ms
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