Text / AI & Machine Learning
STEM Textbook Dataset - 17.8K+ Textbooks, 1.26B+ Words, Multi-Domain Science Coverage | Textual Data
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Overview
STEM Textbook Dataset - 17.8K+ Textbooks, 1.26B+ Words, Multi-Domain Science Coverage | Textual Data is a text dataset. Typical applications include LLM pre-training, fine-tuning & instruction data, alignment & RLHF and 1 more. Relevant sectors: AI & Machine Learning and Education. Pricing is not published and is provided on request.
Primary applications
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 for educational understanding, scientific reasoning, and concept 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 scientific comprehension, problem-solving, and reasoning tasks. 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 Dataset Specification -Modality: Text -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 -Books: 50,000 + 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" } Full Dataset Overview 3+ Billion Words covering 5,000+ Subjects with interwoven images for deeper context 50,000+ Books in 15 Languages Data Cre
Related datasets
More in Text & Language →TextAdvertised
Non-STEM Textbook Dataset - 28K+ Textbooks, 1.79B+ Words, Multi-Domain Coverage | Textual Data
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…
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- Domain
- Education +1
- Use case
- LLM pre-training
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