# piotrmaciejbednarski/gliner2-polish-pii

Model from Hugging Face for token classification: piotrmaciejbednarski/gliner2-polish-pii · 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/piotrmaciejbednarski/gliner2-polish-pii
- Hosting: hosted (5 files)
- Files: 5 hosted of 15 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: 5 files, 1.24 GB
- Full repo upstream: 1.24 GB
- Recommended file: 1.23 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-piotrmaciejbednarski-gliner2-polish-pii/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-piotrmaciejbednarski-gliner2-polish-pii/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-piotrmaciejbednarski-gliner2-polish-pii/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: 2974
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for piotrmaciejbednarski/gliner2-polish-pii. Task: token classification. Library: gliner2. Languages: pl. Datasets referenced by card metadata: klusai/ds-kp-general-pl-50k, clarin-pl/kpwr-ner, klusai/europriv-bench, flowxai/cee-pii-bench. Base model: fastino/gliner2-privacy-filter-PII-multi. Includes 7 model-card evaluation signals. Popularity signal at import: 2,974 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: gliner2
- Base model: fastino/gliner2-privacy-filter-PII-multi
- Task categories: token-classification
- Languages: pl
- Referenced datasets: klusai/ds-kp-general-pl-50k, clarin-pl/kpwr-ner, klusai/europriv-bench, flowxai/cee-pii-bench
- Metrics: precision, recall, f1
- Paper ids: 2211.13112
- Model-index entries: GLiNER2 Polish PII
- Evaluation signals: 7 model-card eval results
- File hints: 15 upstream file samples

## Evaluation Signals

- EuroPriv PL real-skeleton v1: Exact span micro-F1 (balanced) = 0.8442 (Polish PII NER)
- EuroPriv PL real-skeleton v1: Overlap span micro-F1 (balanced) = 0.8715 (Polish PII NER)
- KPWr NER test, six-label canonical mapping: Exact span micro-F1 (balanced) = 0.7446 (Polish PII NER)
- KPWr NER test, six-label canonical mapping: Overlap span micro-F1 (balanced) = 0.7788 (Polish PII NER)
- CEE-PII-Bench v0.2 PL: Exact span micro-F1 (precision profile) = 0.7713 (Polish PII NER)
- CEE-PII-Bench v0.2 PL: Exact span micro-precision (precision profile) = 0.9017 (Polish PII NER)
- CEE-PII-Bench v0.2 PL: Exact span micro-recall (precision profile) = 0.6739 (Polish PII NER)

## Referenced Data

- Dataset: klusai/ds-kp-general-pl-50k
- Dataset: clarin-pl/kpwr-ner
- Dataset: klusai/europriv-bench
- Dataset: flowxai/cee-pii-bench
- Paper: 2211.13112

## File Hints

- .gitattributes (1.5 KB)
- README.md (23 KB)
- config.json (253 B)
- data_manifest.json (3.4 KB)
- encoder_config/.ipynb_checkpoints/config-checkpoint.json (817 B)
- encoder_config/config.json (817 B)
- model.safetensors (1.1 GB) LFS
- run_manifest.json (73 KB)
- special_tokens_map.json (2.4 KB)
- taxonomy.json (1.6 KB)
- thresholds-balanced.json (2.2 KB)
- thresholds-precision.json (2.2 KB)

## 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 2026-09-22T05:29:00.362Z.
- Open license detected as apache-2.0.
- Model-index metadata found for GLiNER2 Polish PII.
- Model card references dataset context: klusai/ds-kp-general-pl-50k, clarin-pl/kpwr-ner, klusai/europriv-bench, flowxai/cee-pii-bench.
- 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-piotrmaciejbednarski-gliner2-polish-pii
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-piotrmaciejbednarski-gliner2-polish-pii/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-piotrmaciejbednarski-gliner2-polish-pii/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-piotrmaciejbednarski-gliner2-polish-pii/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-piotrmaciejbednarski-gliner2-polish-pii
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-piotrmaciejbednarski-gliner2-polish-pii/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-piotrmaciejbednarski-gliner2-polish-pii&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-piotrmaciejbednarski-gliner2-polish-pii/decentralized-fallbacks