# Isotonic/deberta-v3-base_finetuned_ai4privacy_v2

Model from Hugging Face for token classification: Isotonic/deberta-v3-base_finetuned_ai4privacy_v2 · transformers

## Facts

- Type: LLM
- Task: token-classification
- Framework: transformers
- License: cc-by-nc-4.0 — cc-by-nc-4.0: commercial use is not permitted; non-commercial use and adaptations require attribution. (https://spdx.org/licenses/CC-by-nc-4.0.html)
- Source: https://huggingface.co/Isotonic/deberta-v3-base_finetuned_ai4privacy_v2
- Hosting: hosted (6 files)
- Files: 6 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: 6 files, 744.4 MB
- Full repo upstream: 1.49 GB
- Recommended file: 735.7 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-isotonic-deberta-v3-base-finetuned-ai4privacy-v2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-isotonic-deberta-v3-base-finetuned-ai4privacy-v2/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-isotonic-deberta-v3-base-finetuned-ai4privacy-v2/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: 32039
- Stars: 23
- Card completeness: 96%

## Description

External Hugging Face catalog record for Isotonic/deberta-v3-base_finetuned_ai4privacy_v2. Task: token classification. Library: transformers. Languages: en. Datasets referenced by card metadata: ai4privacy/pii-masking-200k, Isotonic/pii-masking-200k. Base model: microsoft/deberta-v3-base. Popularity signal at import: 32,039 downloads and 23 likes.

## Model Card Facts

- Declared license: cc-by-nc-4.0
- Pipeline: token-classification
- Library: transformers
- Base model: microsoft/deberta-v3-base
- Task categories: token-classification
- Languages: en
- Referenced datasets: ai4privacy/pii-masking-200k, Isotonic/pii-masking-200k
- Metrics: seqeval
- Model-index entries: deberta-v3-base_finetuned_ai4privacy_v2
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: ai4privacy/pii-masking-200k
- Dataset: Isotonic/pii-masking-200k

## File Hints

- .gitattributes (1.5 KB)
- README.md (11 KB)
- added_tokens.json (23 B)
- all_results.json (2.8 KB)
- config.json (6.0 KB)
- eval_results.json (2.5 KB)
- model.safetensors (702 MB) LFS
- onnx/added_tokens.json (79 B)
- onnx/config.json (5.9 KB)
- onnx/model.onnx (702 MB) LFS
- onnx/special_tokens_map.json (276 B)
- onnx/spm.model (2.4 MB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- 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 2026-09-21T07:43:17.682Z.
- Upstream license: cc-by-nc-4.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model-index metadata found for deberta-v3-base_finetuned_ai4privacy_v2.
- Model card references dataset context: ai4privacy/pii-masking-200k, Isotonic/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-isotonic-deberta-v3-base-finetuned-ai4privacy-v2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-isotonic-deberta-v3-base-finetuned-ai4privacy-v2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-isotonic-deberta-v3-base-finetuned-ai4privacy-v2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-isotonic-deberta-v3-base-finetuned-ai4privacy-v2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-isotonic-deberta-v3-base-finetuned-ai4privacy-v2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-isotonic-deberta-v3-base-finetuned-ai4privacy-v2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-isotonic-deberta-v3-base-finetuned-ai4privacy-v2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-isotonic-deberta-v3-base-finetuned-ai4privacy-v2/decentralized-fallbacks