fastino-ai/GLiNER2
Unified Schema-Based Information Extraction
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
2 releases in the last 90 days, the latest 24 days ago, with 22 contributors on GitHub.
Use Cases & Benefits
- Unifies named entity recognition, text classification, structured data extraction, and relation extraction into a single efficient Python model.
- Enables fast, CPU-based inference with no external dependencies, ensuring privacy and ease of deployment on standard hardware.
- Use for extracting detailed entities and relations from financial documents to automate transaction data processing.
- Use for parsing medical records to identify patient info, prescriptions, and symptoms for healthcare analytics.
- Use for analyzing legal contracts by extracting entities, classifications, relations, and structured terms for compliance and review.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Extract entities, classify text, parse structured data, and extract relations—all in one efficient model.
GLiNER2 unifies Named Entity Recognition, Text Classification, Structured Data Extraction, and Relation Extraction into a single 205M parameter model. It provides efficient CPU-based inference without requiring complex pipelines or external API dependencies.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+691 stars over 85 days across 8 snapshot days; best day +21 on Sep 19.
Forks
218+56
Open issues
71+23
Compared with peers in Backend
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| anthropics/skills | 187.8K | +2.9K | 15 | — |
| DuarteSantos8/openGym | 19.7K | +2.4K | 60 | 2 days ago |
| shiyu-coder/Kronos | 47.0K | +2.3K | 16 | — |
| NationalSecurityAgency/ghidra | 98.2K | +2.3K | 64 | 14 days ago |
| microsoft/VibeVoice | 56.0K | +1.1K | 29 | — |
| fastino-ai/GLiNER2 | 2.4K | — | 41 | 24 days ago |
| Category median | 56.0K | +2.3K | 29 | — |
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