datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
educational_videosglsl-opengl-educational-dataset
GLSL/OpenGL & WebGPU Universal Educational Dataset for AI Training
Curated, statically validated, and educational dataset of GLSL, WGSL, and HLSL shaders, OpenGL/WebGL programs, and real-time graphics pipelines.
Key Features
Multi-Stage Shaders: Vertex, Fragment, Compute, Geometry, Tessellation.
Static Validation: Validated against Khronos glslangValidator.
Universal Shading Targets: Multi-target transpilation (WGSL, HLSL, MSL).
Rich Annotations: Includes… See the full description on the dataset page: https://huggingface.co/datasets/gllllll/glsl-opengl-educational-dataset.smart-contract-aggregators-educationalscandinavian-educational-annotations
Scandinavian Educational Annotations
Created using a CommonCrawl dump (April 2024), and annotations with Gemini 1.5 Flash.
LLM_Electrical_Engineering_Educational_Synthetic_DialogDataset Card for LLM_Electrical_Engineering_Educational_Synthetic_Dialog
The full CJ Jones' synthetic dataset catalog is available at: https://datadeveloper1.gumroad.com
Want more? 🚀 Get the AI Startup Bundle from Gumroad.
Dataset Description
The LLM_Electrical_Engineering_Educational_Synthetic_Dialog dataset contains AI-generated conversational interactions designed for training large language models in electrical engineering education. This synthetic dialogue corpus simulates tutor-student… See the full description on the dataset page: https://huggingface.co/datasets/CJJones/LLM_Electrical_Engineering_Educational_Synthetic_Dialog.InstructGpt-educational
LuminaSFT
LuminaSFT is a synthetic SFT dataset suite specifically designed to improve both general-purpose and task-specific SLMs. LuminaSFT consists of multiple curated splits that target diverse capabilities:
UltraChat200K-DeepSeek - A regenerated base SFT dataset for broad instruction following.
InstructGPT-NaturalQA and InstructGPT-TriviaQA - Factual question answering datasets to strengthen knowledge recall and answer accuracy.
CoT-Drop - A reading comprehension dataset with… See the full description on the dataset page: https://huggingface.co/datasets/amd/InstructGpt-educational.educational-figurescs50-educational-rag
CS50 Pedagogical RAG Dataset
📜 Dataset Description
This repository contains the data artifacts for the undergraduate thesis, which explores the use of a pedagogical chatbot with Retrieval-Augmented Generation (RAG) for Harvard's CS50: Introduction to Computer Science course.
The project involved several stages of data processing, from raw content collection to the generation and curation of a high-quality evaluation dataset. To ensure full transparency and… See the full description on the dataset page: https://huggingface.co/datasets/dev-jonathanb/cs50-educational-rag.educational_domain_dataset
Nepali Grounded Education QA (OpenHermes-format)
A small, fact-grounded Nepali instruction-tuning dataset of question–answer pairs about
student enrollment statistics from Nepal's Ministry of Education. Every answer is
anchored to a real numeric value pulled from government open data — nothing in the
answers is model-hallucinated.
Dataset Summary
Rows
611
Language
Nepali (Devanagari script)
Format
ShareGPT / hermes-instruction-response… See the full description on the dataset page: https://huggingface.co/datasets/Somtharu181coder/educational_domain_dataset.job-educational-parser-dataset-08-0-0805
Job Educational Parser Dataset
招聘领域的岗位与学历要求数据集。
输入：岗位描述 -> 输出：学历要求
Splits
train: 19w_0701.csv (约 19 万条)
test: 2w_0716.csv (约 2 万条)
validation: 4w_0708.csv (约 4 万条)
每条数据至少包含字段：
user: 职位描述
assistant: 要求的学历（如 "博士、硕士、本科"）,遵循从高到低
由 @wangzihaogithub 创建。
educational_vedantu_FAQs_Nepali_sft_dataset
Vedantu CUET FAQs — Nepali SFT Dataset
A single-turn instruction-following (Q&A) dataset in Nepali, built from Vedantu's CUET (Common University Entrance Test) 2026 FAQ page. The dataset is formatted for supervised fine-tuning (SFT) in a conversations-style chat schema.
Summary
Records
49
Language
Nepali (ne / npi)
Script
Devanagari (Deva)
Format
JSONL, conversations (human/human turns)
Domain
Education — CUET exam FAQs
Task type… See the full description on the dataset page: https://huggingface.co/datasets/Somtharu181coder/educational_vedantu_FAQs_Nepali_sft_dataset.Educational_Prompt
Educational Security Dataset
Safe educational prompts related to:
Prompt Injection
Jailbreaks
MCP Security
Agent Security
Tool Abuse
RAG Poisoning
AI Governance
AI Red Teaming
Label:
0 = Safe Educational Security Content
Annex_7_Educational_Indicators_2024-2025
Grounded Educational Indicators — Nepali SFT Dataset
File: grounded_education_indicators_nepali_sft.jsonl
Records: 10,091
Language: Nepali (ne / ISO 639-3 npi), Devanagari script
License: Apache-2.0 (permissive)
Format: JSON Lines, ShareGPT-style conversational (human / gpt turns)
Task type: Grounded question answering over structured (tabular) educational statistics
Size on disk: ~15.5 MB
1. Overview
This dataset is a supervised fine-tuning (SFT) corpus of 10… See the full description on the dataset page: https://huggingface.co/datasets/Somtharu181coder/Annex_7_Educational_Indicators_2024-2025.educational-satisfaction-eafc7f
educational-satisfaction-eafc7f
Synthetic products test data: 42 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number… See the full description on the dataset page: https://huggingface.co/datasets/GraniteEvan/educational-satisfaction-eafc7f.Educational-Lecture-Datasethermis_singleTurnNepali_educationaleducational-rewriter-dataset
Educational Content Rewriter Dataset
Dataset Summary
A synthetic dataset of 846 educational rewrite pairs generated for fine-tuning language models to rewrite confusing educational content in six targeted modes. Source passages were collected from Wikipedia and arXiv, and rewrites were generated using the Claude API following the Alpaca data generation methodology.
This dataset was created as part of Phase 5 of the NLP/LLM Learning Journey project and is used to fine-tune… See the full description on the dataset page: https://huggingface.co/datasets/ray-2908/educational-rewriter-dataset.Multidisciplinary-Educational-Summaries
Knowledge Summarization Dataset
Overview
100 structured knowledge summaries across STEM, social sciences, and humanities. Features 70% Indian-centric content, 25% European perspectives, and 5% other Asian contexts for balanced representation.
Dataset Structure
{
"input": "Long-form text",
"output": {
"type": "summary",
"topic": "Subject name",
"difficulty": "beginner/intermediate/advanced",
"points": ["Key point 1", "Key point 2"]
}
}… See the full description on the dataset page: https://huggingface.co/datasets/Srinivasmec26/Multidisciplinary-Educational-Summaries.Gemini-Ultra-Educational-Conversation-Dataset-ConversationUnawareafrica-synth-education-educational-apps-nigeria
Africa Synth Education Educational Apps Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: education - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-educational-apps-nigeria.educational-concept-videos-india
Educational Concept Videos India
Dataset Description
A curated collection of expert-led educational concept and learning videos
published on YouTube, covering K-12 curriculum topics across Indian boards.
Produced by Prepp, India's largest K-12 learning platform, operated by
Collegedunia Web Private Limited.
Dataset Summary
Total videos: 4,400 videos
Content type: Expert-led concept explanation and learning videos
Subjects: Mathematics, Science, Social… See the full description on the dataset page: https://huggingface.co/datasets/DataOrigin/educational-concept-videos-india.indic-multilingual-educational-glossary
Indic Multilingual Educational Glossary
A multilingual educational glossary extracted from Indian school textbooks: 6,870 English curriculum headwords with translations into up to 22 Indian Scheduled languages (plus English), covering school subjects such as Mathematics, Physics, Chemistry, Biology, General Science, Geography and Social Studies.
This is a glossary (term → translation pairs), not a dictionary — it contains translated equivalents, not definitions or explanations.… See the full description on the dataset page: https://huggingface.co/datasets/ranjithraj/indic-multilingual-educational-glossary.africa-egypt-capmas-delegated-returning-scholars-from-educational-missions-abroad-0798fa20
Delegated / Returning Scholars from Educational Missions Abroad | Africa (CAPMAS Egypt Open Data)
2,355 rows - 1 Africa country/area - 2010-2023 - 48 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 2,355 rows from CAPMAS Egypt Open Data, covering Delegated / Returning Scholars from Educational Missions Abroad. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-delegated-returning-scholars-from-educational-missions-abroad-0798fa20.Educational-Flashcards-for-Global-Learners
1. Educational-Flashcards-for-Global-Learners/README.md
Educational Flashcards Dataset
Overview
A comprehensive collection of 100 educational flashcards covering STEM, humanities, law, arts, and cultural topics. Curated with 70% Indian content, 25% European, and 5% other Asian perspectives to promote diverse knowledge representation.
Dataset Structure
{
"input": "Text description",
"output": {
"type": "flashcards",
"topic": "Subject name"… See the full description on the dataset page: https://huggingface.co/datasets/Srinivasmec26/Educational-Flashcards-for-Global-Learners.EducationalTextsVsRandomChatter
EducationalTextsVsRandomChatter
tags: classification, text, machine learning
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'EducationalTextsVsRandomChatter' dataset comprises a collection of text samples categorized into two distinct classes: 'Educational' and 'Random Chatter'. Each entry in the dataset contains an excerpt of text, which is labeled accordingly to serve as a ground truth for machine learning models aimed at… See the full description on the dataset page: https://huggingface.co/datasets/lhoestq/EducationalTextsVsRandomChatter.adaption-andean-educational-prompts
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-andean_educational_prompts
This dataset contains prompt-completion pairs focused on designing contextualized educational activities, curricula, and evaluation tools for rural and indigenous communities in the Andes and Amazon regions. The content covers topics such as intercultural pedagogy, community-based projects, and the use of local materials for teaching subjects like math and art.… See the full description on the dataset page: https://huggingface.co/datasets/Oliver369X/adaption-andean-educational-prompts.educational-math-instruction-dataset
Educational Math Instruction Dataset
Overview
This dataset contains instruction-style examples designed for fine-tuning large language models on educational mathematics tasks. The focus is on step-by-step reasoning, clear explanations, and pedagogically useful responses.
Dataset Structure
The dataset is provided in JSONL format. Each line contains a single instruction-response pair.
Intended Use
Fine-tuning LLMs for math tutoring
Educational… See the full description on the dataset page: https://huggingface.co/datasets/ushasree2001/educational-math-instruction-dataset.africa-worldbank-educational-attainment-doctoral-or-equivalent-population-25-total-cumulative-se
Educational attainment, Doctoral or equivalent, population 25+, total (%) (cumulative) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-educational-attainment-doctoral-or-equivalent-population-25-total-cumulative-se.africa-worldbank-theoretical-duration-of-early-childhood-educational-development-years-uis-thdur
Theoretical duration of early childhood educational development (years) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: education - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-theoretical-duration-of-early-childhood-educational-development-years-uis-thdur.educational-concept-videos-india
Educational Concept Videos India
Dataset Description
A curated collection of expert-led educational concept and learning videos
published on YouTube, covering K-12 curriculum topics across Indian boards.
Produced by Prepp, India's largest K-12 learning platform, operated by
Collegedunia Web Private Limited.
Dataset Summary
Total videos: 4,400 videos
Content type: Expert-led concept explanation and learning videos
Subjects: Mathematics, Science… See the full description on the dataset page: https://huggingface.co/datasets/Aditya555/educational-concept-videos-india.