Text / Education
Non-STEM Textbook Dataset - 28K+ Textbooks, 1.79B+ Words, Multi-Domain Coverage | Textual Data
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Overview
Non-STEM Textbook Dataset - 28K+ Textbooks, 1.79B+ Words, Multi-Domain Coverage | Textual Data is a text dataset. Typical applications include LLM pre-training, fine-tuning & instruction data, alignment & RLHF and 1 more. Relevant sectors: Education and AI & Machine Learning. Pricing is not published and is provided on request.
Primary applications
Dataset Description: This dataset is a large-scale collection of English Non-STEM Textbook data, designed to support the development of advanced NLP systems and AI models for educational understanding, comprehension, and language learning in English. Additionally, this dataset can be used in pipelines for Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF) workflows, improving model performance in text comprehension, summarization, and contextual reasoning tasks. Key Use Cases -Named Entity Recognition (NER) in non-STEM content -Text summarization and comprehension -Automated tutoring and educational assistants -Knowledge retrieval systems for humanities subjects -Model evaluation and benchmarking Dataset Specification -Modality: English -Type: Educational / Non-STEM -Data Source: Curated academic textbooks and educational material -Data Nature: Real-world and curated data -Content: Paragraphs, descriptive content, questions, answers, and explanations -Books: 4,028 Value of This Dataset -Improves comprehension and contextual reasoning in AI models -Supports multilingual and domain-specific NLP systems -Helps build AI-powered educational platforms -Enhances accuracy and reliability of LLMs in humanities domains Basic JSON Schema { "pdf_name": "string", "pages": [ { "content": "string", "page_number": "integer" } ] } Full Dataset Overview 2.28+ Billion Words covering 5,000+ Subjects with interwoven images for deeper context 32,000+ Books in 14 Lan
Related datasets
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STEM Textbook Dataset - 17.8K+ Textbooks, 1.26B+ Words, Multi-Domain Science Coverage | Textual Data
Dataset Description: This dataset is a large-scale collection of English STEM Textbook data, designed to support the development of advanced NLP systems and AI models…
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- AI & Machine Learning +1
- Use case
- LLM pre-training
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