# sociocom/MedNERN-CR-JA

Model from Hugging Face for token classification: sociocom/MedNERN-CR-JA · 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/sociocom/MedNERN-CR-JA
- Hosting: hosted (5 files)
- Files: 5 hosted of 18 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: 5 files, 440.7 MB
- Full repo upstream: 907.4 MB
- Recommended file: 880.9 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-sociocom-mednern-cr-ja/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-sociocom-mednern-cr-ja/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-sociocom-mednern-cr-ja/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: 64
- Stars: 4
- Card completeness: 96%

## Description

External Hugging Face catalog record for sociocom/MedNERN-CR-JA. Task: token classification. Library: transformers. Languages: ja. Datasets referenced by card metadata: MedTxt-CR-JA-training-v2.xml. Popularity signal at import: 45 downloads and 4 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: token-classification
- Library: transformers
- Task categories: token-classification
- Languages: ja
- Referenced datasets: MedTxt-CR-JA-training-v2.xml
- Metrics: NTCIR-16 Real-MedNLP subtask 1
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: MedTxt-CR-JA-training-v2.xml

## File Hints

- .gitattributes (1.5 KB)
- EntityNormalizer.py (2.0 KB)
- NER_medNLP.py (9.1 KB)
- README.md (5.4 KB)
- config.json (4.2 KB)
- dictionaries/disease_dict.csv (20 MB) LFS
- dictionaries/drug_dict.csv (5.2 MB) LFS
- id_to_tags.pkl (671 B) LFS
- key_attr.pkl (191 B) LFS
- model.safetensors (420 MB) LFS
- predict.py (8.3 KB)
- pytorch_model.bin (420 MB) LFS

## 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 2026-09-25T07:53:41.917Z.
- Open license detected as cc-by-4.0.
- Model card references dataset context: MedTxt-CR-JA-training-v2.xml.
- 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-sociocom-mednern-cr-ja
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-sociocom-mednern-cr-ja/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-sociocom-mednern-cr-ja/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-sociocom-mednern-cr-ja/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-sociocom-mednern-cr-ja
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-sociocom-mednern-cr-ja/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-sociocom-mednern-cr-ja&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-sociocom-mednern-cr-ja/decentralized-fallbacks