Academic Textbook Corpora for LLM Training
Collection
Sample of a 2.6+ word textbook corpus across 39K+ books, 5K+ subjects, and 15 languages for LLM training and multilingual knowledge modeling. • 22 items • Updated • 1
Dataset Description:
This dataset is a large-scale collection of English STEM textbook data, containing 7,890 books and 751.37 million words, designed to support the development and training of advanced NLP systems and AI models for scientific understanding, problem-solving, and concept learning in English.
Full Dataset Overview This dataset is part of a large-scale multilingual educational corpus containing over 2.6+ billion words across 5,000+ subjects, supported by interwoven images for deeper contextual understanding. It includes 39,000+ books across 15 languages, designed to support the development and training of advanced NLP systems and AI models for multilingual knowledge learning, reasoning, and educational understanding.
Dataset Specification
-Books: 7,890
-Words: 751.37 M
-Modality: English
-Type: Educational / STEM
-Data Source: Curated academic textbooks and educational material
-Data Nature: Real-world and curated data
-Content: Scientific concepts, problem-solving questions, answers, and explanations
Key Use Cases
-Named Entity Recognition (NER) in STEM content
-Scientific text summarization and comprehension
-Automated tutoring and educational assistants
-STEM knowledge retrieval systems
-Model evaluation and benchmarking
Value of This Dataset
-Enables learning of STEM subjects in English
-Improves analytical reasoning and problem-solving in AI models
-Supports multilingual and domain-specific NLP systems
-Helps build AI-powered educational platforms
-Enhances accuracy and reliability of LLMs in STEM domains
Basic JSON Schema
{
"page_number": "int64",
"content": "string"
}
Data Creation
Procured through formal agreements and generated in the ordinary course of business.
Considerations
This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website InfoBay AI or contact us directly.
-Ph: (91) 8303174762
-Email: datareq@infobay.ai
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