metadata
dataset_info:
features:
- name: text
dtype: string
- name: language
dtype: string
- name: template
dtype: string
- name: dataset
dtype: string
splits:
- name: train
num_bytes: 308250831
num_examples: 1223481
download_size: 129951272
dataset_size: 308250831
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
Dataset Card for "ArabicDarija-xP3x" part of "xP3x" by Muennighoff
Find below part of the original dataset card
Dataset Description
- Repository: https://github.com/bigscience-workshop/xmtf
- Paper: Crosslingual Generalization through Multitask Finetuning
- Point of Contact: Niklas Muennighoff
Dataset Summary
xP3x (Crosslingual Public Pool of Prompts eXtended) is a collection of prompts & datasets across 277 languages & 16 NLP tasks. It contains all of xP3 + much more! It is used for training future contenders of mT0 & BLOOMZ at project Aya @C4AI 🧡
- Creation: The dataset can be recreated using instructions available here together with the file in this repository named
xp3x_create.py. We provide this version to save processing time. - Languages: 277
- xP3 Dataset Family:
| Name | Explanation | Example models |
|---|---|---|
| xP3x | Mixture of 17 tasks in 277 languages with English prompts | WIP - Join us at Project Aya @C4AI to help! |
| xP3 | Mixture of 13 training tasks in 46 languages with English prompts | bloomz & mt0-xxl |
| xP3mt | Mixture of 13 training tasks in 46 languages with prompts in 20 languages (machine-translated from English) | bloomz-mt & mt0-xxl-mt |
| xP3all | xP3 + evaluation datasets adding an additional 3 tasks for a total of 16 tasks in 46 languages with English prompts | |
| xP3megds | Megatron-DeepSpeed processed version of xP3 | bloomz |
| P3 | Repreprocessed version of the English-only P3 with 8 training tasks | bloomz-p3 & mt0-xxl-p3 |