# OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1

Model from Hugging Face for token classification: OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1 · transformers

## Facts

- Type: LLM
- 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-PII-Spanish-BioClinicalBERT-Base-110M-v1
- Hosting: hosted (12 files)
- Files: 12 hosted of 13 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: 12 files, 432 MB
- Full repo upstream: 432 MB
- Recommended file: 431.1 MB · model.safetensors
- Parameters: 110M
- Download: https://huggingbay.xyz/artifact/hf-model-openmed-openmed-pii-spanish-bioclinicalbert-base-110m-v1/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-spanish-bioclinicalbert-base-110m-v1/download-plan)
- Per-file SHA-256: available for 12 of 12 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-spanish-bioclinicalbert-base-110m-v1/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: 14229
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1. Task: token classification. Library: transformers. Languages: es. Base model: emilyalsentzer/Bio_ClinicalBERT. Includes 3 model-card evaluation signals. Popularity signal at import: 13,978 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Base model: emilyalsentzer/Bio_ClinicalBERT
- Task categories: token-classification
- Languages: es
- Metrics: f1, precision, recall
- Model-index entries: OpenMed-PII-Spanish-BioClinicalBERT-110M-v1
- Evaluation signals: 3 model-card eval results
- File hints: 13 upstream file samples

## Evaluation Signals

- AI4Privacy (Spanish subset): F1 (micro) = 0.8411 (Named Entity Recognition)
- AI4Privacy (Spanish subset): Precision = 0.8342 (Named Entity Recognition)
- AI4Privacy (Spanish subset): Recall = 0.8481 (Named Entity Recognition)

## File Hints

- .gitattributes (1.5 KB)
- README.md (10 KB)
- all_results.json (976 B)
- classification_report.txt (1.2 KB)
- config.json (4.0 KB)
- eval_results.json (406 B)
- model.safetensors (411 MB) LFS
- special_tokens_map.json (125 B)
- test_results.json (387 B)
- tokenizer.json (653 KB)
- tokenizer_config.json (1.3 KB)
- train_results.json (205 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 2026-08-28T23:08:21.318Z.
- Open license detected as apache-2.0.
- Model-index metadata found for OpenMed-PII-Spanish-BioClinicalBERT-110M-v1.
- 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-pii-spanish-bioclinicalbert-base-110m-v1
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-spanish-bioclinicalbert-base-110m-v1/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-spanish-bioclinicalbert-base-110m-v1/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-spanish-bioclinicalbert-base-110m-v1/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-openmed-openmed-pii-spanish-bioclinicalbert-base-110m-v1
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-spanish-bioclinicalbert-base-110m-v1/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-openmed-openmed-pii-spanish-bioclinicalbert-base-110m-v1&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-openmed-openmed-pii-spanish-bioclinicalbert-base-110m-v1/decentralized-fallbacks