metadata

dataset_info:
  features:
    - name: id
      dtype: string
    - name: prompt
      dtype: string
    - name: chosen
      list:
        - name: content
          dtype: string
        - name: role
          dtype: string
    - name: rejected
      list:
        - name: content
          dtype: string
        - name: role
          dtype: string
    - name: model
      dtype: string
  splits:
    - name: train
      num_bytes: 21292505
      num_examples: 9500
  download_size: 11187068
  dataset_size: 21292505
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
license: apache-2.0
language:
  - ar
tags:
  - dpo
  - orpo

🤗 Dataset Card for "NoRobots-Aya.23.8B-DPO"

Dataset Sources & Infos

Data Origin: Derived from the Arabic No Robots dataset : 2A2I/H4_no_robots which is based on the original No Robots dataset inspired from the InstructGPT paper.
Languages: Modern Standard Arabic (MSA)
License: CC BY-NC 4.0
Maintainers: Ali Elfilali and Marwa El Kamil

Purpose

NoRobots-Aya.23.8B-DPO is a DPO dataset designed to advance Arabic NLP by comparing human-generated responses(translated), labeled as "chosen," with AI-generated responses, marked as "rejected." This approach helps improve the performance of Arabic language models by guiding them to produce more human-like and contextually appropriate responses.

Usage

This dataset can be used to train and evaluate Arabic NLP models, particularly in tasks requiring nuanced language understanding and generation. By utilizing this dataset, researchers and developers can refine AI models to better distinguish between high-quality, human-like responses and less effective AI-generated ones, leading to more accurate and contextually relevant language models.

Use with HuggingFace

To load this dataset with Datasets, you'll need to install the datasets library with:

pip install datasets --upgrade

and then use the following code:

from datasets import load_dataset

dataset = load_dataset("2A2I/NoRobots-Aya.23.8B-DPO")

Contribution and Collaborative Engagement

Find 'NoRobots-Aya.23.8B-DPO' on the Hugging Face Hub at 2A2I/NoRobots-Aya.23.8B-DPO, where community contributions are welcomed. Users are invited to share feedback and propose enhancements.

Support and Collaborate

We are dedicated to cultivating an inclusive and encouraging space for Arabic AI and NLP research. For assistance, collaboration opportunities, or inquiries related to the dataset, please connect with us through the Hugging Face Hub's discussion section or contact us via 2A2I Contact Email.😀