# tomaarsen/span-marker-bert-base-uncased-acronyms

Model from Hugging Face for token classification: tomaarsen/span-marker-bert-base-uncased-acronyms · span marker

## Facts

- Type: LLM
- Task: token-classification
- Framework: span-marker
- 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/tomaarsen/span-marker-bert-base-uncased-acronyms
- Hosting: hosted (15 files)
- Files: 15 hosted of 26 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: at least 15 listed files; full count and size unknown
- Full repo upstream: 877 MB
- Download: https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/download-plan)
- Per-file SHA-256: available for 15 of 15 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/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: 233368
- Stars: 6
- Card completeness: 96%

## Description

External Hugging Face catalog record for tomaarsen/span-marker-bert-base-uncased-acronyms. Task: token classification. Library: span marker. Languages: en. Datasets referenced by card metadata: acronym_identification. Base model: bert-base-uncased. Includes 3 model-card evaluation signals. Popularity signal at import: 243,487 downloads and 6 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: span-marker
- Base model: bert-base-uncased
- Task categories: token-classification
- Languages: en
- Referenced datasets: acronym_identification
- Metrics: precision, recall, f1
- Model-index entries: SpanMarker with bert-base-uncased on Acronym Identification
- Evaluation signals: 3 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- Acronym Identification: F1 = 0.9198933333333332 (Named Entity Recognition)
- Acronym Identification: Precision = 0.9339397877409573 (Named Entity Recognition)
- Acronym Identification: Recall = 0.9062631357713324 (Named Entity Recognition)

## Referenced Data

- Dataset: acronym_identification

## File Hints

- .gitattributes (1.5 KB)
- README.md (7.8 KB)
- added_tokens.json (41 B)
- all_results.json (737 B)
- config.json (3.0 KB)
- emissions.csv (784 B)
- model.safetensors (418 MB) LFS
- pytorch_model.bin (418 MB) LFS
- runs/Sep27_14-02-39_Tom/events.out.tfevents.1695816161.Tom.30716.0 (14 KB) LFS
- runs/Sep27_14-02-39_Tom/events.out.tfevents.1695816916.Tom.30716.1 (1.7 KB) LFS
- runs/events.out.tfevents.1691993997.Tom.16396.0 (14 KB) LFS
- runs/events.out.tfevents.1691994753.Tom.16396.1 (592 B) 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 2026-08-28T00:22:47.160Z.
- Open license detected as apache-2.0.
- Model-index metadata found for SpanMarker with bert-base-uncased on Acronym Identification.
- Model card references dataset context: acronym_identification.
- 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-bert-base-uncased-acronyms
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/decentralized-fallbacks