Dataset Card for all-nli-moroccan-darija

This dataset is designed for text classification in Moroccan Darija, a dialect spoken in Morocco. It has been created synthetically using the Gemini-2.0-Flash model and is intended for fine-tuning the ModernBERT model. The dataset is a translation of sentence-transformers/all-nli in Moroccan Darija.

Dataset Details

Dataset Creation

The dataset has been created synthetically using the gemini-2.0-flash model as a translation model

For dataset creation see the Github Repository : https://github.com/atlasia-ma/moroccan_darija_dataset_generator

Uses

Direct Use

This dataset is intended for training and evaluating embedding models in Moroccan Darija. It can be used for:

• Fine-tuning ModernBERT or similar transformer-based models.

• Fine-tuning LLM on Moroccan Darija

• Training Embedding models

Out-of-Scope Use

This dataset is not intended for:

• Applications involving hate speech or misinformation.

• Use cases outside Moroccan Darija.

Annotations

No validation was performed on the dataset, and it needs to be reviewed, as some expressions may not be 100% Moroccan Darija samples.

Dataset Card Authors

ALABOUCH Salah-Eddine