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
Datasets:
Dataset Description:
This dataset is a large-scale collection of Telugu STEM textbook data, containing 594 books and 25.26 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 Telugu.
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: 594
-words: 25.26 M
-Modality: Telugu
-Type: Educational / STEM
-Data Source: Curated academic textbooks and educational material
-Data Nature: Real-world and curated data
Key Use Cases
-Named Entity Recognition (NER) in STEM domains
-Formula extraction and reasoning
-Text summarization of scientific concepts
-Automated tutoring systems for STEM education
-Knowledge retrieval systems for technical subjects
-Model evaluation and benchmarking
Value of This Dataset
-Enables learning of STEM subjects in Telugu
-Enhances mathematical and logical reasoning capabilities in AI models
-Supports multilingual scientific and technical NLP systems
-Helps build AI-powered educational and tutoring platforms
-Improves accuracy in problem-solving and analytical reasoning tasks
-Strengthens LLM performance in structured and formula-based domains
Basic JSON Schema
{
"file_name": "string",
"page_number": "int64",
"line_number": "int64",
"subject": "string",
"source_type": "string",
"text": "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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