# NbAiLab/nb-bert-base-pos

Model from Hugging Face for token classification: NbAiLab/nb-bert-base-pos · transformers

## Facts

- Type: LLM
- Task: token-classification
- 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/NbAiLab/nb-bert-base-pos
- Hosting: hosted (5 files)
- Files: 5 hosted of 21 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 5 listed files; full count and size unknown
- Full repo upstream: 3.55 GB
- Recommended file: 709.1 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-nbailab-nb-bert-base-pos/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-bert-base-pos/download-plan)
- Per-file SHA-256: available for 4 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-bert-base-pos/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: 37
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for NbAiLab/nb-bert-base-pos. Task: token classification. Library: transformers. Languages: no, nb, nn. Datasets referenced by card metadata: ltgoslo/norne. Base model: NbAiLab/nb-bert-base. Includes 5 model-card evaluation signals. Popularity signal at import: 79 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Base model: NbAiLab/nb-bert-base
- Task categories: token-classification
- Languages: no, nb, nn
- Referenced datasets: ltgoslo/norne
- Metrics: accuracy, f1, precision, recall
- Paper ids: 2104.09617
- Model-index entries: NbAiLab/nb-bert-base-pos
- Evaluation signals: 5 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- ltgoslo/norne: Test Loss = 0.0650700181722641 (Token Classification)
- ltgoslo/norne: Test Precision = 0.985085078075765 (Token Classification)
- ltgoslo/norne: Test Recall = 0.9877826148012919 (Token Classification)
- ltgoslo/norne: Test F1 = 0.9864320022438031 (Token Classification)
- ltgoslo/norne: Test Accuracy = 0.9861949007001629 (Token Classification)

## Referenced Data

- Dataset: ltgoslo/norne
- Paper: 2104.09617

## File Hints

- .gitattributes (1.5 KB)
- README.md (1.5 KB)
- checkpoint-3924/config.json (1.4 KB)
- checkpoint-3924/model.safetensors (676 MB) LFS
- checkpoint-3924/optimizer.pt (1.3 GB) LFS
- checkpoint-3924/rng_state_0.pth (14 KB) LFS
- checkpoint-3924/rng_state_1.pth (14 KB) LFS
- checkpoint-3924/scheduler.pt (1.0 KB) LFS
- checkpoint-3924/trainer_state.json (29 KB)
- checkpoint-3924/training_args.bin (5.1 KB) LFS
- config.json (1.4 KB)
- model.safetensors (676 MB) 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 2026-09-24T17:30:09.179Z.
- Open license detected as apache-2.0.
- Model-index metadata found for NbAiLab/nb-bert-base-pos.
- Model card references dataset context: ltgoslo/norne.
- 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-nbailab-nb-bert-base-pos
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-bert-base-pos/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-bert-base-pos/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-bert-base-pos/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-nbailab-nb-bert-base-pos
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-bert-base-pos/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-nbailab-nb-bert-base-pos&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-nbailab-nb-bert-base-pos/decentralized-fallbacks