# h2oai/deberta_finetuned_pii

Model from Hugging Face for token classification: h2oai/deberta_finetuned_pii · transformers

## Facts

- Type: LLM
- Task: token-classification
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/h2oai/deberta_finetuned_pii
- Hosting: hosted (6 files)
- Files: 6 hosted of 17 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, 556.9 MB
- Full repo upstream: 2.22 GB
- Recommended file: 2.22 GB (6 files)
- Download: https://huggingbay.xyz/artifact/hf-model-h2oai-deberta-finetuned-pii/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-h2oai-deberta-finetuned-pii/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-h2oai-deberta-finetuned-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: 4233
- Stars: 8
- Card completeness: 92%

## Description

External Hugging Face catalog record for h2oai/deberta_finetuned_pii. Task: token classification. Library: transformers. Languages: en. Popularity signal at import: 11,158 downloads and 8 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: token-classification
- Library: transformers
- Task categories: token-classification
- Languages: en
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.2 KB)
- added_tokens.json (78 B)
- config.json (6.2 KB)
- gitattributes (1.5 KB)
- merges.txt (446 KB)
- model.safetensors (529 MB) LFS
- optimizer.pt (1.0 GB) LFS
- pytorch_model.bin (529 MB) LFS
- rng_state.pth (14 KB) LFS
- scheduler.pt (627 B) LFS
- special_tokens_map.json (173 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 2026-09-21T20:14:08.761Z.
- Open license detected as mit.
- 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-h2oai-deberta-finetuned-pii
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-h2oai-deberta-finetuned-pii/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-h2oai-deberta-finetuned-pii/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-h2oai-deberta-finetuned-pii/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-h2oai-deberta-finetuned-pii
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-h2oai-deberta-finetuned-pii/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-h2oai-deberta-finetuned-pii&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-h2oai-deberta-finetuned-pii/decentralized-fallbacks