# fastino-ai/GLiNER2

> A family of schema-conditioned encoder models for information extraction: NER, text classification, structured record extraction, relations, and span attributes. Runs locally on CPU without a GPU.

- Magnitude: 1.3 out of 10 — Cooling
- Stars: 2,230 total · +2 stars on 2026-09-29 (UTC), ≈ 6 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Python · License: Apache-2.0 · Created: 2025-07-07 · Last push: 2026-09-24
- GitHub: https://github.com/fastino-ai/GLiNER2 · Page: https://gitnova.dev/en/r/fastino-ai/GLiNER2

## Useful for

- Extract companies and persons from a document corpus locally without sending data to the cloud
- Label an entity dataset via Schema and TrainingDataset for model fine-tuning
- Build a typed entity-relation graph with JointIE

## Why it’s here

- 2 stars so far today, about 6 expected by the end of the day.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 203
- Issues and pull requests: 178
- Watchers: 23
- Average over the last week: 15 per day
- Usual pace: 22 per day
- Latest release: v2.0.0 (2026-08-24)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-04 … 2026-11-02: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 12 days

09-18 3.1, 09-19 4.2, 09-20 4.7, 09-21 3.8, 09-22 2.8, 09-23 1.7, 09-24 2.1, 09-25 2.1, 09-26 1.9, 09-27 1.6, 09-28 1.4, 09-29 1.3

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-29 10:48 UTC, updated every 30 minutes.