# alvarobartt/bert-base-multilingual-cased-ner-spanish

Model from Hugging Face for token classification: alvarobartt/bert-base-multilingual-cased-ner-spanish · span marker

## Facts

- Type: LLM
- Task: token-classification
- Framework: span-marker
- 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/alvarobartt/bert-base-multilingual-cased-ner-spanish
- Hosting: hosted (6 files)
- Files: 6 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: 6 files, 714.4 MB
- Full repo upstream: 1.43 GB
- Recommended file: 1.42 GB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-alvarobartt-bert-base-multilingual-cased-ner-spanish/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-alvarobartt-bert-base-multilingual-cased-ner-spanish/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-alvarobartt-bert-base-multilingual-cased-ner-spanish/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: 3
- Card completeness: 96%

## Description

External Hugging Face catalog record for alvarobartt/bert-base-multilingual-cased-ner-spanish. Task: token classification. Library: span marker. Languages: es. Datasets referenced by card metadata: xtreme. Base model: bert-base-multilingual-cased. Includes 3 model-card evaluation signals.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: token-classification
- Library: span-marker
- Base model: bert-base-multilingual-cased
- Task categories: token-classification
- Languages: es
- Referenced datasets: xtreme
- Metrics: precision, recall, f1
- Model-index entries: SpanMarker with bert-base-multilingual-cased on xtreme/PAN-X.es
- Evaluation signals: 3 model-card eval results
- File hints: 11 upstream file samples

## Evaluation Signals

- xtreme/PAN-X.es: F1 = 0.9186626746506986 (Named Entity Recognition)
- xtreme/PAN-X.es: Precision = 0.9231154938993816 (Named Entity Recognition)
- xtreme/PAN-X.es: Recall = 0.9142526071842411 (Named Entity Recognition)

## Referenced Data

- Dataset: xtreme

## File Hints

- .gitattributes (1.5 KB)
- README.md (5.3 KB)
- added_tokens.json (43 B)
- config.json (3.3 KB)
- model.safetensors (679 MB) LFS
- pytorch_model.bin (679 MB) LFS
- special_tokens_map.json (125 B)
- test_results.json (834 B)
- tokenizer.json (2.8 MB)
- tokenizer_config.json (343 B)
- vocab.txt (972 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 2026-09-29T09:59:17.969Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for SpanMarker with bert-base-multilingual-cased on xtreme/PAN-X.es.
- Model card references dataset context: xtreme.
- 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-alvarobartt-bert-base-multilingual-cased-ner-spanish
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-alvarobartt-bert-base-multilingual-cased-ner-spanish/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-alvarobartt-bert-base-multilingual-cased-ner-spanish/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-alvarobartt-bert-base-multilingual-cased-ner-spanish/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-alvarobartt-bert-base-multilingual-cased-ner-spanish
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-alvarobartt-bert-base-multilingual-cased-ner-spanish/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-alvarobartt-bert-base-multilingual-cased-ner-spanish&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-alvarobartt-bert-base-multilingual-cased-ner-spanish/decentralized-fallbacks