# helmo/GLiNER2.5-multi-Decide

Model from Hugging Face for token classification: helmo/GLiNER2.5-multi-Decide · gliner2

## Facts

- Type: LLM
- Task: token-classification
- Framework: gliner2
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/helmo/GLiNER2.5-multi-Decide
- Hosting: hosted (4 files)
- Files: 4 hosted of 10 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 4 files, 1.17 GB
- Full repo upstream: 1.17 GB
- Recommended file: 1.15 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-helmo-gliner2-5-multi-decide/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-helmo-gliner2-5-multi-decide/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-helmo-gliner2-5-multi-decide/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 43
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for helmo/GLiNER2.5-multi-Decide. Task: token classification. Library: gliner2. Languages: multilingual, en. Base model: fastino/gliner2.5-multi-v1.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: gliner2
- Base model: fastino/gliner2.5-multi-v1
- Task categories: token-classification
- Languages: multilingual, en
- Paper ids: 2507.18546
- File hints: 10 upstream file samples

## Referenced Data

- Paper: 2507.18546

## File Hints

- .gitattributes (1.6 KB)
- GLiNER-2.5-Decision-HF-Banner.png (633 KB) LFS
- MIRROR.md (2.3 KB)
- README.md (17 KB)
- SKILL.md (6.4 KB)
- config.json (3.1 KB)
- encoder_config/config.json (858 B)
- model.safetensors (1.1 GB) LFS
- tokenizer.json (15 MB) LFS
- tokenizer_config.json (646 B)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-30T09:53:52.792Z.
- Open license detected as apache-2.0.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-helmo-gliner2-5-multi-decide
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-helmo-gliner2-5-multi-decide/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-helmo-gliner2-5-multi-decide/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-helmo-gliner2-5-multi-decide/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-helmo-gliner2-5-multi-decide
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-helmo-gliner2-5-multi-decide/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-helmo-gliner2-5-multi-decide&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-helmo-gliner2-5-multi-decide/decentralized-fallbacks