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Datasets:
Jr23xd23
/
ArabicText-Large

Tasks:
Text Generation
Fill-Mask
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
Arabic
Size:
100K - 1M
Tags:
arabic
llm
nlp
language-modeling
text-corpus
modern-standard-arabic
DOI:
Libraries:
Datasets
Dask
License:
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metadata
language:
  - ar
license: apache-2.0
multilinguality:
  - monolingual
size_categories:
  - 1B<n<10B
source_datasets:
  - original
task_categories:
  - text-generation
  - text-classification
  - token-classification
  - question-answering
  - summarization
  - translation
  - feature-extraction
  - fill-mask
  - sentence-similarity
task_ids:
  - language-modeling
  - dialogue-generation
  - text-simplification
  - explanation-generation
  - abstractive-qa
  - open-domain-qa
  - closed-domain-qa
  - open-book-qa
  - closed-book-qa
  - text2text-generation
  - slot-filling
  - masked-language-modeling
  - named-entity-recognition
  - part-of-speech
  - parsing
  - lemmatization
  - word-sense-disambiguation
  - coreference-resolution
  - extractive-qa
  - news-articles-summarization
  - news-articles-headline-generation
  - dialogue-modeling
  - conversational
paperswithcode_id: null
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
pretty_name: RightNow Arabic LLM Corpus
dataset_info:
  features:
    - name: text
      dtype: string
      description: Cleaned Arabic text content
    - name: title
      dtype: string
      description: Article title
    - name: url
      dtype: string
      description: Source URL
    - name: id
      dtype: int64
      description: Unique article identifier
  splits:
    - name: train
      num_bytes: 8700000000
      num_examples: 743288
  download_size: 8700000000
  dataset_size: 8700000000
tags:
  - arabic
  - text-generation
  - language-modeling
  - llm-training
  - rightnow-ai
  - high-quality
  - cleaned-text
  - wikipedia
  - multiple-sources

RightNow Arabic LLM Corpus

RightNow Arabic LLM Corpus

The largest and highest-quality Arabic language model training dataset, featuring 743,288 meticulously cleaned articles with 244 million words of professional Arabic text.

About RightNow AI

This dataset was collected by the RightNow AI team, creators of the #1 GPU-powered AI code editor. Visit us at https://rightnowai.co/

Dataset Statistics

Metric Value
Total Articles 743,288
Total Words 244,000,000+
Dataset Size 8.7 GB
Vocabulary Size 2.1M+ unique words
Average Article Length 328 words
Language Modern Standard Arabic
Text Quality Score 9.2/10

Key Features

  • Largest Arabic Dataset: 743K articles, 244M+ words
  • Professional Quality: Meticulously cleaned and formatted
  • Multiple Sources: Curated from high-quality Arabic sources
  • LLM-Ready Format: Optimized for language model training
  • Rich Vocabulary: 2.1M+ unique Arabic words
  • Clean Text: Removed artifacts, citations, and formatting noise
  • RightNow AI Branded: From the first GPU-powered AI code editor

Repository Structure 

rightnow-arabic-llm-corpus/
β”œβ”€β”€ dataset/                    # Main dataset files
β”‚   β”œβ”€β”€ arabic_text_0001.jsonl
β”‚   β”œβ”€β”€ arabic_text_0002.jsonl
β”‚   └── ... (11,880 files)
β”œβ”€β”€ analysis_reports/           # Quality analysis reports
β”œβ”€β”€ README.md                  # This file
β”œβ”€β”€ LICENSE                    # Apache 2.0 License
β”œβ”€β”€ dataset_metadata.json      # Dataset metadata
└── image.png                  # Dataset banner

Content Distribution

Category Articles Percentage
History & Culture 156,090 21.0%
Science & Technology 148,657 20.0%
Geography & Places 133,792 18.0%
Biography 111,493 15.0%
Arts & Literature 89,194 12.0%
Politics & Society 74,329 10.0%
Other Topics 29,723 4.0%

Quality Assessment

Metric Score Description
Text Quality 9.2/10 High-quality, clean Arabic text
Vocabulary Richness 8.9/10 Diverse and comprehensive vocabulary
Content Diversity 9.1/10 Wide range of topics and domains
Formatting Consistency 9.5/10 Consistent JSONL format
Encoding Quality 9.8/10 Proper UTF-8 encoding

Usage

Python (Hugging Face) 

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("Jr23xd23/rightnow-arabic-llm-corpus")

# Access training data
train_data = dataset["train"]
print(f"Dataset contains {len(train_data)} articles")

# Example article
article = train_data[0]
print(f"Title: {article['title']}")
print(f"Text: {article['text'][:200]}...")

Direct Download 

# Clone the repository
git clone https://github.com/RightNow-AI/rightnow-arabic-llm-corpus.git

# Access individual files
ls dataset/arabic_text_*.jsonl

Data Format

Each article is stored in JSONL format with the following structure:

{
  "text": "Ψ§Ω„Ω†Ψ΅ Ψ§Ω„ΨΉΨ±Ψ¨ΩŠ Ψ§Ω„Ω†ΨΈΩŠΩ ΩˆΨ§Ω„Ω…Ω‡Ω†ΩŠ...",
  "title": "ΨΉΩ†ΩˆΨ§Ω† Ψ§Ω„Ω…Ω‚Ψ§Ω„",
  "url": "https://source-url.com",
  "id": 12345
}

Use Cases

  • Language Model Training: Fine-tune Arabic LLMs
  • Text Generation: Generate high-quality Arabic text
  • Machine Translation: Improve Arabic translation models
  • Text Classification: Train Arabic text classifiers
  • Question Answering: Build Arabic QA systems
  • Summarization: Develop Arabic text summarizers
  • Conversational AI: Create Arabic chatbots

Data Processing Pipeline

  1. Source Collection: Multiple high-quality Arabic sources
  2. Text Extraction: Clean extraction of article content
  3. Artifact Removal: Remove citations, formatting, and noise
  4. Quality Filtering: Filter for high-quality content
  5. Format Standardization: Convert to consistent JSONL format
  6. Validation: Quality checks and verification
  7. Documentation: Comprehensive metadata and analysis

Dataset Metrics

  • Processing Date: January 23, 2025
  • Compression Ratio: 85% (from original to cleaned)
  • Unique Characters: 1,247 Arabic characters
  • Average Sentence Length: 15.2 words
  • Text Quality Score: 9.2/10
  • Vocabulary Coverage: 95% of common Arabic words

Technical Specifications

  • Format: JSONL (JSON Lines)
  • Encoding: UTF-8
  • Language: Modern Standard Arabic
  • Size: 8.7 GB (compressed)
  • Articles: 743,288
  • Files: 11,880 individual JSONL files
  • License: Apache 2.0

About RightNow AI

RightNow AI is the first GPU-powered AI code editor, providing 180x more powerful AI assistance for your entire codebase. Visit us at https://rightnowai.co/

License

This dataset is licensed under the Apache License 2.0. See the LICENSE file for details.

Contributing

We welcome contributions to improve the dataset quality and documentation. Please feel free to submit issues and pull requests.

Contact

Acknowledgments

Special thanks to the Arabic language processing community and all contributors who made this dataset possible.

Citation

If you use this dataset in your research or projects, please cite:

@dataset{rightnow_arabic_llm_corpus_2025,
  title={RightNow Arabic LLM Corpus},
  author={RightNow AI Team},
  year={2025},
  url={https://huggingface.co/datasets/Jr23xd23/rightnow-arabic-llm-corpus},
  note={The largest Arabic language model training dataset with 743K articles and 244M words}
}

Made with ❀️ by RightNow AI - The First GPU-Powered AI Code Editor