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nb-nbnn-lid
NbAiLab/nb-nbnn-lid
nb-nbnn-lid is a machine learning model from NbAiLab. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
A sample Fasttext model for Bokmål-Nynorsk detection.
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Public
Updated Oct 12, 2023
Repo size
147 MB
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.ftz147 MB · 100%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Oct 11, 2023
- Updated
- Oct 12, 2023
- SHA
- 96e38261
Spaces
Model card
From the Hugging Face model README
Bokmål-Nynorsk Language Detection
A sample Fasttext model for Bokmål-Nynorsk detection.
Trained on NBNN Language Detection Dataset
This model will only work on Norwegian Bokmål vs Norwegian Nynorsk. It has an accuracy or roughly 97.50% on the dataset above. For more finegrained language detection, please user nb-nordic-lid.
Usage
The model can be used through the Fasttext library. Make sure you do pip install fasttextand pip install huggingface-hubfirst. The code below loads the binary directly from this repo:
from huggingface_hub import hf_hub_download
import fasttext
model_name = "nb-nbnn-lid.ftz"
model = fasttext.load_model(hf_hub_download("NbAiLab/nb-nbnn-lid", model_name))
model.predict("Debatt er bra og sunt for demokratier, og en forutsetning for politikkutvikling.")
# (('__label__nob',), array([0.97784388]))
- License
- apache-2.0
- Created
- Oct 11, 2023
- Updated
- Oct 12, 2023