# tomaarsen/span-marker-mbert-base-multinerd

Model from Hugging Face for token classification: tomaarsen/span-marker-mbert-base-multinerd · span marker

## Facts

- Type: LLM
- Task: token-classification
- Framework: span-marker
- License: cc-by-nc-sa-4.0 — cc-by-nc-sa-4.0: commercial use is not permitted; non-commercial adaptations require attribution and share-alike. (https://spdx.org/licenses/CC-by-nc-sa-4.0.html)
- Source: https://huggingface.co/tomaarsen/span-marker-mbert-base-multinerd
- Hosting: hosted (6 files)
- Files: 6 hosted of 24 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, 714.5 MB
- Full repo upstream: 1.43 GB
- Recommended file: 1.42 GB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-mbert-base-multinerd/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-mbert-base-multinerd/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-mbert-base-multinerd/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: 117143
- Stars: 72
- Card completeness: 96%

## Description

External Hugging Face catalog record for tomaarsen/span-marker-mbert-base-multinerd. Task: token classification. Library: span marker. Languages: multilingual. Datasets referenced by card metadata: Babelscape/multinerd. Base model: bert-base-multilingual-cased. Includes 3 model-card evaluation signals. Popularity signal at import: 117,143 downloads and 72 likes.

## Model Card Facts

- Declared license: cc-by-nc-sa-4.0
- Pipeline: token-classification
- Library: span-marker
- Base model: bert-base-multilingual-cased
- Task categories: token-classification
- Languages: multilingual
- Referenced datasets: Babelscape/multinerd
- Metrics: f1, recall, precision
- Model-index entries: SpanMarker w. bert-base-multilingual-cased on MultiNERD by Tom Aarsen
- Evaluation signals: 3 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- MultiNERD: F1 = 0.92478 (Named Entity Recognition)
- MultiNERD: Precision = 0.93385 (Named Entity Recognition)
- MultiNERD: Recall = 0.91588 (Named Entity Recognition)

## Referenced Data

- Dataset: Babelscape/multinerd

## File Hints

- .gitattributes (1.5 KB)
- README.md (22 KB)
- added_tokens.json (43 B)
- config.json (5.0 KB)
- model.safetensors (679 MB) LFS
- pytorch_model.bin (679 MB) LFS
- results/all_results.json (3.5 KB)
- results/test_de_results.json (359 B)
- results/test_en_results.json (358 B)
- results/test_es_results.json (358 B)
- results/test_fr_results.json (360 B)
- results/test_it_results.json (361 B)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- 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 2026-09-21T01:40:29.076Z.
- Upstream license: cc-by-nc-sa-4.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model-index metadata found for SpanMarker w. bert-base-multilingual-cased on MultiNERD by Tom Aarsen.
- Model card references dataset context: Babelscape/multinerd.
- 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-tomaarsen-span-marker-mbert-base-multinerd
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-mbert-base-multinerd/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-mbert-base-multinerd/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-mbert-base-multinerd/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-tomaarsen-span-marker-mbert-base-multinerd
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-mbert-base-multinerd/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-tomaarsen-span-marker-mbert-base-multinerd&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-mbert-base-multinerd/decentralized-fallbacks