fastino / token-classification Open weights updated 1 month ago

gliner2.5-multi-v1

> Extract entities, classify text, parse structured records, score span attributes, and extract relations — all in one boundary architecture.

Params
287 M
Context
—
Downloads 30d
266 K
Likes
274
Commercial use: allowed apache-2.0 Not gated SAFETENSORS 2 languages View on Hugging Face ↗

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Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

FileQuantSizeEst. VRAMVerdict on RTX 4090 · 24 GB
model.safetensors f32 1.1 GB 1.8 GB ✅ Runs comfortably
Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Specifications

Architecture
BoundaryExtractor
Parameters
287 M
Tensor type
F32
Licence
apache-2.0
First seen on the Hub
2026-08-14
Training datasets
undisclosed
Added to our catalog
2026-09-22
Compare with any token-classification model