# phuong-tk-nguyen/vipubmed-deberta-base-en-vimedner-ner-vi

Model from Hugging Face for token classification: phuong-tk-nguyen/vipubmed-deberta-base-en-vimedner-ner-vi · transformers

## Facts

- Type: LLM
- Task: token-classification
- Framework: transformers
- License: cc-by-4.0 — cc-by-4.0: commercial use, modification, and redistribution are permitted with attribution. (https://spdx.org/licenses/CC-by-4.0.html)
- Source: https://huggingface.co/phuong-tk-nguyen/vipubmed-deberta-base-en-vimedner-ner-vi
- Hosting: hosted (4 files)
- Files: 4 hosted of 6 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, 743.4 MB
- Full repo upstream: 743.4 MB
- Recommended file: 735.2 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi/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 phuong-tk-nguyen/vipubmed-deberta-base-en-vimedner-ner-vi. Task: token classification. Library: transformers. Languages: vi. Datasets referenced by card metadata: nhuvo/En-ViMedNER. Includes 3 model-card evaluation signals. Popularity signal at import: 42 downloads and 0 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: token-classification
- Library: transformers
- Task categories: token-classification
- Languages: vi
- Referenced datasets: nhuvo/En-ViMedNER
- Metrics: f1, precision, recall
- Model-index entries: vipubmed-deberta-base-en-vimedner-ner-vi
- Evaluation signals: 3 model-card eval results
- File hints: 6 upstream file samples

## Evaluation Signals

- En-ViMedNER (Vietnamese): precision = 52.86 (Named Entity Recognition)
- En-ViMedNER (Vietnamese): recall = 52.54 (Named Entity Recognition)
- En-ViMedNER (Vietnamese): f1 = 52.7 (Named Entity Recognition)

## Referenced Data

- Dataset: nhuvo/En-ViMedNER

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.6 KB)
- config.json (2.5 KB)
- model.safetensors (701 MB) LFS
- tokenizer.json (7.8 MB)
- tokenizer_config.json (475 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 2026-09-27T09:42:37.560Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for vipubmed-deberta-base-en-vimedner-ner-vi.
- Model card references dataset context: nhuvo/En-ViMedNER.
- 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-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-phuong-tk-nguyen-vipubmed-deberta-base-en-vimedner-ner-vi/decentralized-fallbacks