dataset_info:
features:
- name: sentence1
dtype: string
- name: sentence2
dtype: string
- name: score
dtype: float64
- name: metadata
struct:
- name: sentence1_en
dtype: string
- name: sentence2_en
dtype: string
splits:
- name: train
num_bytes: 10193871
num_examples: 33090
download_size: 5080969
dataset_size: 10193871
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
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 Description
- Language: Moroccan Darija
- License: CC BY-NC 4.0
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