GLiNER 2.5 Launches with Architecture Upgrade for Long-Context Extraction
huggingface · x · 2026-08-25
Fastino released GLiNER 2.5, the most significant upgrade to the GLiNER architecture to date. The new model achieves higher average F1 scores across 16 benchmarks compared to GLiNER 2, with a notable 24.75-point gain on XNLI. The improvements stem from a new architecture that predicts entity boundaries directly, allowing inference to scale linearly with document length and removing the max-entity-width cap.
GLiNER 2.5 introduces five new capabilities:
- Long-Context Extraction: Process full documents in a single call.
- Unlimited Span Length: Capture entities of any length, including addresses and titles.
- Joint Inference: Extract and classify entities simultaneously.
Related event: GLiNER 2.5 Released with Major Architecture Upgrade(2 posts)→
More from Models
- User says Claude limit fix didn't work: 36% of weekly quota gone in under 24h — StewartalsopIII · 2026-08-25
- Analysis confirms stealth/ox-alpha is a Z.ai GLM model — PawelHuryn · 2026-08-25
- Rumor: Ox Alpha is Based on GLM 5.3 Flash; Release Imminent — teortaxesTex · 2026-08-25
- Why Latent Reasoning May Be Insufficient: JEPA Collapses the Perception-Cognition Asymmetry — eigenron · 2026-08-25
- Ilya Sutskever launches 'ox alpha' via SSI — astralmatrix · 2026-08-25
- Ornith-1.5-35B-A3B outperforms Qwen-3.8-27B in oQ8e comparison — DerTomsn · 2026-08-25