# 1T/veil-pii-ko-lite

Model from Hugging Face for token classification: 1T/veil-pii-ko-lite · transformers

## Facts

- Type: LLM
- Task: token-classification
- Framework: transformers
- 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/1T/veil-pii-ko-lite
- Hosting: hosted (5 files)
- Files: 5 hosted of 21 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, 450.6 MB
- Full repo upstream: 593.9 MB
- Recommended file: 592.7 MB (INT8, 2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-1t-veil-pii-ko-lite/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-1t-veil-pii-ko-lite/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-1t-veil-pii-ko-lite/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: 97
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for 1T/veil-pii-ko-lite. Task: token classification. Library: transformers. Languages: ko, en. Datasets referenced by card metadata: BCCard/privacy-filter-openpii-masking. Base model: monologg/koelectra-base-v3-discriminator. Includes 3 model-card evaluation signals. Popularity signal at import: 97 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Base model: monologg/koelectra-base-v3-discriminator
- Task categories: token-classification
- Languages: ko, en
- Referenced datasets: BCCard/privacy-filter-openpii-masking
- Metrics: f1
- Model-index entries: Veil-PII-Ko-Lite
- Evaluation signals: 3 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- KDPII test: exact-match span F1 (micro) = 0.9339 (PII detection (span exact-match))
- BCCard/privacy-filter-openpii-masking (validation, ko): exact-match span F1 (micro) = 0.9826 (PII detection (span exact-match))
- BCCard/privacy-filter-openpii-masking (validation, en): exact-match span F1 (micro) = 0.97 (PII detection (span exact-match))

## Referenced Data

- Dataset: BCCard/privacy-filter-openpii-masking

## File Hints

- .gitattributes (1.5 KB)
- EVIDENCE.md (4.5 KB)
- README.md (15 KB)
- assets/banner.svg (1.7 KB)
- config.json (6.7 KB)
- eval_bccard_val_en.json (4.2 KB)
- eval_bccard_val_ko.json (4.4 KB)
- eval_kdpii_test.json (2.4 KB)
- eval_kdpii_test_dlg.json (2.3 KB)
- eval_synth_heldout_v2.json (4.4 KB)
- labels.yaml (2.6 KB)
- model.int8.onnx (136 MB) LFS

## 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 2026-09-24T03:00:49.690Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Veil-PII-Ko-Lite.
- Model card references dataset context: BCCard/privacy-filter-openpii-masking.
- 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-1t-veil-pii-ko-lite
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-1t-veil-pii-ko-lite/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-1t-veil-pii-ko-lite/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-1t-veil-pii-ko-lite/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-1t-veil-pii-ko-lite
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-1t-veil-pii-ko-lite/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-1t-veil-pii-ko-lite&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-1t-veil-pii-ko-lite/decentralized-fallbacks