# shashidharbabu/deberta-pii-guardrails

Model from Hugging Face for token classification: shashidharbabu/deberta-pii-guardrails · unknown

## Facts

- Type: LLM
- Task: token-classification
- Framework: unknown
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/shashidharbabu/deberta-pii-guardrails
- Hosting: hosted (4 files)
- Files: 4 hosted of 8 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, 500.2 MB
- Full repo upstream: 500.2 MB
- Recommended file: 496.6 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-shashidharbabu-deberta-pii-guardrails/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-shashidharbabu-deberta-pii-guardrails/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-shashidharbabu-deberta-pii-guardrails/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 shashidharbabu/deberta-pii-guardrails. Task: token classification. Library: unknown. Languages: en. Datasets referenced by card metadata: ai4privacy/pii-masking-200k. Base model: roberta-base. Includes 4 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: roberta-base
- Task categories: token-classification
- Languages: en
- Referenced datasets: ai4privacy/pii-masking-200k
- Metrics: f1, recall, precision
- Model-index entries: roberta-base-pii-guardrails
- Evaluation signals: 4 model-card eval results
- File hints: 8 upstream file samples

## Evaluation Signals

- ai4privacy/pii-masking-200k (English, held-out test set): PII F1 (binary) = 0.9796 (PII Named Entity Recognition)
- ai4privacy/pii-masking-200k (English, held-out test set): PII Recall = 0.9821 (PII Named Entity Recognition)
- ai4privacy/pii-masking-200k (English, held-out test set): PII Precision = 0.9771 (PII Named Entity Recognition)
- ai4privacy/pii-masking-200k (English, held-out test set): F1 Micro (entity-level) = 0.9377 (PII Named Entity Recognition)

## Referenced Data

- Dataset: ai4privacy/pii-masking-200k

## File Hints

- .gitattributes (1.5 KB)
- PII_README.md (8.5 KB)
- README.md (8.5 KB)
- config.json (5.9 KB)
- label_map.json (5.2 KB)
- model.safetensors (474 MB) LFS
- tokenizer.json (3.4 MB)
- tokenizer_config.json (357 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 2026-09-25T02:01:11.660Z.
- Open license detected as mit.
- Model-index metadata found for roberta-base-pii-guardrails.
- Model card references dataset context: ai4privacy/pii-masking-200k.
- 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-shashidharbabu-deberta-pii-guardrails
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-shashidharbabu-deberta-pii-guardrails/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-shashidharbabu-deberta-pii-guardrails/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-shashidharbabu-deberta-pii-guardrails/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-shashidharbabu-deberta-pii-guardrails
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-shashidharbabu-deberta-pii-guardrails/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-shashidharbabu-deberta-pii-guardrails&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-shashidharbabu-deberta-pii-guardrails/decentralized-fallbacks