Downloads · 30 days
33
13% of all-time downloads
ScandiProb
ianro04/ScandiProb
ScandiProb is a text classification model from ianro04. Use it when you need a label for a piece of text. The card lists the license as agpl-3.0.
Note: This hybrid program is intended to be used in its corresponding Space.
All-time downloads
251
Public
Parameters
124M
1.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors498 MB · 99%
At a glance
- Task
- Text Classification
- License
- agpl-3.0
- Model type
- xlm-roberta
- Access
- Public
- Created
- Apr 27, 2026
- Updated
- May 1, 2026
- SHA
- 3f5dd8a9
Base models
Datasets
Spaces
Model card
From the Hugging Face model README
Note: This hybrid program is intended to be used in its corresponding Space.
ScandiProb is an intentionally data-constrained, multi-label language ID hybrid text classifier for Norwegian, Swedish, and Danish, based on ScandiBERT. It was done as an undergraduate final project for a Spring 2026 NLP course at the University of Alaska Fairbanks. It is licensed under AGPL-3.0.
The full program utilizes a fine-tuned ScandiBERT, trained on limited amounts of OPUS-100, and combined with regex-enforced heuristics. Achieves ~93% macro-F1 score on OPUS-100 test set and ~84% macro-F1 score against the comprehensive SLIDE eval set, with a fraction of the training data used in SLIDE.
(GitHub | Kaggle Notebooks | Space)
- Task
- Text Classification
- Type
- xlm-roberta
- License
- agpl-3.0
- Languages
- no, sv, da
- Created
- Apr 27, 2026
- Updated
- May 1, 2026