# TurkuNLP/finnish-modernbert-base-short

Model from Hugging Face for fill mask: TurkuNLP/finnish-modernbert-base-short · transformers

## Facts

- Type: LLM
- Task: fill-mask
- 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/TurkuNLP/finnish-modernbert-base-short
- Hosting: hosted (5 files)
- Files: 5 hosted of 8 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: 5 files, 846.9 MB
- Full repo upstream: 850.1 MB
- Recommended file: 837.4 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-turkunlp-finnish-modernbert-base-short/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-turkunlp-finnish-modernbert-base-short/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-turkunlp-finnish-modernbert-base-short/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: 83
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for TurkuNLP/finnish-modernbert-base-short. Task: fill mask. Library: transformers. Languages: fi, sv, en, se. Datasets referenced by card metadata: airtrain-ai/fineweb-edu-fortified, bigcode/starcoderdata, HuggingFaceTB/smollm-corpus, allenai/peS2o, uonlp/CulturaX, HPLT/HPLT2.0_cleaned. Popularity signal at import: 83 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: fill-mask
- Library: transformers
- Task categories: fill-mask
- Languages: fi, sv, en, se
- Referenced datasets: airtrain-ai/fineweb-edu-fortified, bigcode/starcoderdata, HuggingFaceTB/smollm-corpus, allenai/peS2o, uonlp/CulturaX, HPLT/HPLT2.0_cleaned, cis-lmu/Glot500, ltg/saami-web
- Paper ids: 2511.09213
- File hints: 8 upstream file samples

## Referenced Data

- Dataset: airtrain-ai/fineweb-edu-fortified
- Dataset: bigcode/starcoderdata
- Dataset: HuggingFaceTB/smollm-corpus
- Dataset: allenai/peS2o
- Dataset: uonlp/CulturaX
- Dataset: HPLT/HPLT2.0_cleaned
- Dataset: cis-lmu/Glot500
- Dataset: ltg/saami-web
- Dataset: rpa020/SALT-train
- Paper: 2511.09213

## File Hints

- .gitattributes (1.5 KB)
- README.md (4.6 KB)
- config.json (1.2 KB)
- images/finnish_modernbert.png (3.1 MB) LFS
- model.safetensors (799 MB) LFS
- special_tokens_map.json (695 B)
- tokenizer.json (9.0 MB)
- tokenizer_config.json (5.2 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 2026-09-24T15:33:50.552Z.
- Open license detected as apache-2.0.
- Model card references dataset context: airtrain-ai/fineweb-edu-fortified, bigcode/starcoderdata, HuggingFaceTB/smollm-corpus, allenai/peS2o.
- 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-turkunlp-finnish-modernbert-base-short
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-turkunlp-finnish-modernbert-base-short/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-turkunlp-finnish-modernbert-base-short/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-turkunlp-finnish-modernbert-base-short/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-turkunlp-finnish-modernbert-base-short
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-turkunlp-finnish-modernbert-base-short/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-turkunlp-finnish-modernbert-base-short&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-turkunlp-finnish-modernbert-base-short/decentralized-fallbacks