2,700 Arabic books for language-model training
Bayanat Labs (Riyadh) licenses 2,700 Arabic books for language modeling and domain adaptation. Book-length text gives models sustained arguments, longer narratives and subject-specific language; browse titles and subjects before selecting.
اقرأ هذه العائلة بالعربيةWhat this dataset is for
For model teams that need longer Arabic texts for language modeling or deeper coverage of a particular subject.
Commercial license; permitted training use and delivery scope agreed in the license.
What’s included
- 2,700 books in the catalog
- Arabic long-form text
- A license covering the selected titles and uses
What Bayanat Labs adds
- One supplier: license this collection from Bayanat Labs (Riyadh), then add custom collection, annotation, RLHF or evaluation from the same team, across nine product families.
- A team of 50,000+ expert annotators, the largest in the Middle East, including vetted native speakers, linguists and licensed domain professionals across 25+ Arabic varieties, calibrated against gold standards with adjudication and an audit trail.
- In-region hosting by default, with on-prem and private-cloud options. We build no models, so we never compete with yours.
- Methods in the open: LabelBench, the Arabic Agent Reliability Lab (methods beta) and our free datasets and tools.
Technical specification: source, format, coverage, limitations & license
Bayanat Labs licenses 2,700 Arabic books for language modeling and domain adaptation, with title and publisher lists on request.
- Source
- Arabic books; title and publisher list available on request.
- Record format / annotation
- Book-length Arabic text; document structure and available file formats on request.
- Collection year
- On request
- Coverage period
- On request
- Language / dialect
- Arabic; register and dialect breakdown on request
- Quantity
- 2,700 books
- Known limitations
- Licensed for training on the selected titles; retrieval, display and redistribution are separate scopes. Training data, not an independent test set.
- License type
- Commercial license; permitted training use and delivery scope agreed in the license.
- Refresh cadence
- Version and update terms on request
- Training task
- Language modeling and domain adaptation
- Last updated
- 2 November 2026
What to check in your sample
- Titles, publishers, editions, and subject coverage
- Document structure and available file formats
- Rights per title, duplicate handling, and volume before and after cleaning
We’ll send the available sample, specifications and licence wording for this collection so your team can check the fit before licensing. Need it annotated, extended or evaluated on your model? We scope a fixed-scope pilot with gold-standard QA and a quality report, usually within two weeks.
Common questions
Can I see which books and subjects are included?
Request the title and publisher list, subject breakdown, and a sample. Those details help you assess whether the collection fits your model’s intended subject coverage.
Does the book license also let us display or redistribute the text?
Permitted uses are set out in the license for your selected titles. Tell us whether you need training, retrieval, display, or redistribution so each use can be addressed explicitly.