# townboy/kpfbert-ner

Model from Hugging Face for token classification: townboy/kpfbert-ner · unknown

## Facts

- Type: LLM
- Task: token-classification
- Framework: unknown
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/townboy/kpfbert-ner/blob/main/LICENSE)
- Source: https://huggingface.co/townboy/kpfbert-ner
- Hosting: hosted (6 files)
- Files: 6 hosted of 22 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: 6 files, 454.8 MB
- Full repo upstream: 455.1 MB
- Recommended file: 454 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-townboy-kpfbert-ner/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-townboy-kpfbert-ner/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-townboy-kpfbert-ner/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: 42
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for townboy/kpfbert-ner. Task: token classification. Library: unknown. Languages: ko. Datasets referenced by card metadata: townboy/korean-pii-dataset. Base model: KPF/KPF-bert-ner. Includes 3 model-card evaluation signals. Popularity signal at import: 42 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: token-classification
- Library: unknown
- Base model: KPF/KPF-bert-ner
- Task categories: token-classification
- Languages: ko
- Referenced datasets: townboy/korean-pii-dataset
- Metrics: precision, recall, f1
- Model-index entries: KPF-BERT Korean PII NER
- Evaluation signals: 3 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- Private synthetic final holdout: Micro F1 = 0.8642728407 (Korean PII NER)
- Private synthetic final holdout: Micro precision = 0.7965755175 (Korean PII NER)
- Private synthetic final holdout: Micro recall = 0.9445454545 (Korean PII NER)

## Referenced Data

- Dataset: townboy/korean-pii-dataset

## File Hints

- .gitattributes (1.5 KB)
- LICENSE (1.3 KB)
- NOTICE (682 B)
- README.md (9.9 KB)
- best_validation_metrics.json (5.2 KB)
- class_weights.json (343 B)
- config.json (3.9 KB)
- evaluation_results.json (11 KB)
- korean_id_postprocess.py (2.8 KB)
- korean_id_regression_results.json (930 B)
- label_map.json (3.2 KB)
- label_thresholds.json (5.9 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 2026-09-27T07:13:15.172Z.
- Open license detected as mit.
- Model-index metadata found for KPF-BERT Korean PII NER.
- Model card references dataset context: townboy/korean-pii-dataset.
- 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-townboy-kpfbert-ner
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-townboy-kpfbert-ner/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-townboy-kpfbert-ner/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-townboy-kpfbert-ner/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-townboy-kpfbert-ner
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-townboy-kpfbert-ner/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-townboy-kpfbert-ner&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-townboy-kpfbert-ner/decentralized-fallbacks