# OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M

Model from Hugging Face for token classification: OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M · transformers

## Facts

- Type: Vision
- 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/OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M
- Hosting: hosted (8 files)
- Files: 8 hosted of 11 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: at least 8 listed files; full count and size unknown
- Full repo upstream: 879.8 MB
- Recommended file: 868.1 MB · model.safetensors
- Parameters: 434M
- Download: https://huggingbay.xyz/artifact/hf-model-openmed-openmed-ner-oncologydetect-superclinical-434m/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-superclinical-434m/download-plan)
- Per-file SHA-256: available for 5 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-superclinical-434m/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: 137019
- Stars: 9
- Card completeness: 92%

## Description

External Hugging Face catalog record for OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M. Task: token classification. Library: transformers. Languages: en. Popularity signal at import: 127,381 downloads and 9 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Task categories: token-classification
- Languages: en
- Paper ids: 2508.01630
- File hints: 11 upstream file samples

## Referenced Data

- Paper: 2508.01630

## File Hints

- .gitattributes (1.6 KB)
- README.md (12 KB)
- added_tokens.json (23 B)
- config.json (2.8 KB)
- model.safetensors (828 MB) LFS
- openmed_vs_sota_grouped_bars.png (538 KB) LFS
- special_tokens_map.json (286 B)
- spm.model (2.4 MB) LFS
- test_results.json (196 B)
- tokenizer.json (8.3 MB)
- tokenizer_config.json (1.3 KB)

## 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 2026-07-29T22:22:47.614Z.
- Open license detected as apache-2.0.
- 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-openmed-openmed-ner-oncologydetect-superclinical-434m
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-superclinical-434m/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-superclinical-434m/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-superclinical-434m/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-openmed-openmed-ner-oncologydetect-superclinical-434m
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-superclinical-434m/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-openmed-openmed-ner-oncologydetect-superclinical-434m&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-ner-oncologydetect-superclinical-434m/decentralized-fallbacks