# BSC-NLP4BIA/multiclinner-es-procedure-bsc-bio-ehr-es

Model from Hugging Face for token classification: BSC-NLP4BIA/multiclinner-es-procedure-bsc-bio-ehr-es · unknown

## Facts

- Type: LLM
- Task: token-classification
- Framework: unknown
- 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/BSC-NLP4BIA/multiclinner-es-procedure-bsc-bio-ehr-es
- 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, 499.9 MB
- Full repo upstream: 499.9 MB
- Recommended file: 496.2 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es/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: 41
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for BSC-NLP4BIA/multiclinner-es-procedure-bsc-bio-ehr-es. Task: token classification. Library: unknown. Languages: es. Includes 2 model-card evaluation signals.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: token-classification
- Library: unknown
- Task categories: token-classification
- Languages: es
- Metrics: f1
- Model-index entries: BSC-NLP4BIA/multiclinner-es-procedure-bsc-bio-ehr-es
- Evaluation signals: 2 model-card eval results
- File hints: 6 upstream file samples

## Evaluation Signals

- MultiClinNER es procedure (test): strict F1 = 0.6811 (token-classification)
- MultiClinNER es procedure (test): char F1 (gold) = 0.7645 (token-classification)

## File Hints

- .gitattributes (1.3 KB)
- README.md (6.7 KB)
- config.json (920 B)
- model.safetensors (473 MB) LFS
- tokenizer.json (3.5 MB)
- tokenizer_config.json (375 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 2026-09-28T09:31:02.882Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for BSC-NLP4BIA/multiclinner-es-procedure-bsc-bio-ehr-es.
- 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-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-bsc-nlp4bia-multiclinner-es-procedure-bsc-bio-ehr-es/decentralized-fallbacks