datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
IndustryCorpus2_mathematics_statistics
IndustryCorpus2: Mathematics & Statistics
This repository contains the IndustryCorpus2: Mathematics & Statistics domain subset of BAAI/IndustryCorpus2.
Refer to the parent dataset card for data construction, intended use, limitations,
and licensing details.
Citation
If you use this dataset in your work, please cite IndustryCorpus2:
@misc{shi2024industrycorpus2,
title = {IndustryCorpus2},
author = {Xiaofeng Shi and Lulu Zhao and Hua Zhou and Donglin Hao}… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/IndustryCorpus2_mathematics_statistics.dsir-pile-13m-filtered-no-github-or-dm_mathematics
DSIR Pile 13M - Filtered Version
This is a filtered version of timaeus/dsir-pile-13m.
Filtering Applied:
Excluded: All rows where metadata.pile_set_name contains 'Github' or 'DM_mathematics'
Kept: All other rows from the original dataset
Dataset Size
Original: ~13M examples
Filtered: 12,782,200 examples (99.9% of original)
Uploaded in: 64 batch files
Usage
from datasets import load_dataset
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/timaeus/dsir-pile-13m-filtered-no-github-or-dm_mathematics.romanian-baccalaureate-mathematics
Romanian Baccalaureate in Mathematics
A curated collection of Romanian Baccalaureate (BAC) mathematics examination papers and answer keys, transcribed from PDF to structured Markdown using Vision-Language Model OCR. Currently the years 2019 - 2025 were added, more will be processed soon.
Directory Structure
romanian-baccalaureate-mathematics/
├── metadata.csv # Index of all exam papers
├── pdfs/ # Original PDF files
│ ├──… See the full description on the dataset page: https://huggingface.co/datasets/asandeistefan/romanian-baccalaureate-mathematics.phase_tree_results
PHASE-Tree Evaluation Results
Full evaluation outputs for the PHASE-Tree paper
(Psychology-grounded Hierarchical Attribute-Structured Evolving Tree),
covering 8 character-dialogue datasets, 4 experimental paradigms, and
2 evaluation splits (random test + OOD test).
Please cite this work if you use these results for analysis, comparison, reproduction, or any other research purpose.
🔗 Resources:
📄 Paper: arXiv:2608.06975
📦 GitHub Repository: MemTensor/PHASE-Tree (code… See the full description on the dataset page: https://huggingface.co/datasets/Mathematics-Yang/phase_tree_results.University-level_Mathematics_Physics_Chemistry_Computer_Science_Reasoning_Corpus
Title
University-level Mathematics, Physics, Chemistry, Computer Science Reasoning Corpus
Size
200,000+ text+ multimodal university-level problems, each with step-by-step solutions and final answers
Format
Natural language explanations with multimodal samples include images (graphs, diagrams, etc.)
Subject
Mathematics, Physics, Chemistry, Computer Science
Labeling Details
Question ID/Question Stem (Full text/content) /Subject/Question Type… See the full description on the dataset page: https://huggingface.co/datasets/DataoceanAI/University-level_Mathematics_Physics_Chemistry_Computer_Science_Reasoning_Corpus.sat-mathematics-complete-questionsmathematics_dataset
Mathematical Reasoning Dataset (English & Russian)
A bilingual collection of synthetic school-level mathematics questions and answers, based on the DeepMind mathematics_dataset generator.
This dataset contains two language splits:
en — the original English data, taken as-is from the official mathematics_dataset-v1.0 release published by Google DeepMind (github.com/google-deepmind/mathematics_dataset).
ru — a Russian version generated from scratch with a translated fork of the… See the full description on the dataset page: https://huggingface.co/datasets/d0rj/mathematics_dataset.pile-dm_mathematics
Dataset Creation Process
These subsets were created by streaming over the rows from monology/pile-uncopyrighted and filtering by the meta column. Each subset is generally limited to the first 100,000 qualifying rows encountered.
Citations
If you use this dataset, please cite the original Pile papers:
@article{gao2020pile,
title={The Pile: An 800GB dataset of diverse text for language modeling},
author={Gao, Leo and Biderman, Stella and Black, Sid and Golding, Laurence and… See the full description on the dataset page: https://huggingface.co/datasets/timaeus/pile-dm_mathematics.vi-en-mathematics-dictionaryVietAlpha English–Vietnamese Mathematics Dictionary
Research page ·
VietAlpha Lab ·
Source scan
The VietAlpha English–Vietnamese Mathematics Dictionary turns a 709-page printed reference work into a machine-readable bilingual lexicon. It contains 26,205 English and Vietnamese mathematics entries digitized from Cung Kim Tiến's Từ Điển Toán Học Anh – Việt, Việt – Anh and organized as JSON Lines.
What is in the dataset
Direction
Entries
English to Vietnamese… See the full description on the dataset page: https://huggingface.co/datasets/VietAlphaLabs/vi-en-mathematics-dictionary.task706_mmmlu_answer_generation_high_school_mathematics
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task706_mmmlu_answer_generation_high_school_mathematics
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task706_mmmlu_answer_generation_high_school_mathematics.pure_mathematics_25ktask696_mmmlu_answer_generation_elementary_mathematics
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task696_mmmlu_answer_generation_elementary_mathematics
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task696_mmmlu_answer_generation_elementary_mathematics.Competition-level_Mathematics_Physics_Reasoning_Corpus
Title
Competition-level Mathematics, Physics Reasoning Corpus
Size
50.000+ text + multimodal competition level problems, each with step-by-step solutions and final answers
Format
Natural language explanations with multimodal samples include images (graphs, diagrams, etc.)
Subject
Mathematics/Physics and etc
Labeling Details
Question ID/Question Stem (Full text/content) /Subject/Question Type (Multiple Choice/Short Answer format… See the full description on the dataset page: https://huggingface.co/datasets/DataoceanAI/Competition-level_Mathematics_Physics_Reasoning_Corpus.fr-vi-mathematics-dictionaryVietAlpha French–Vietnamese Mathematics Dictionary
Research page ·
VietAlpha Lab
The VietAlpha French–Vietnamese Mathematics Dictionary is a machine-readable edition of Danh-từ Toán-học Pháp-Việt, compiled in Saigon in 1964 by the Mathematics Committee of the National Committee for the Compilation of Specialized Dictionaries. The release contains 4,095 dictionary entries and a 1,369-item Vietnamese index reconstructed from the printed volume.
This dataset records how a Vietnamese… See the full description on the dataset page: https://huggingface.co/datasets/VietAlphaLabs/fr-vi-mathematics-dictionary.crystal_mathematicsouroboros-autonomous-mathematics-process
Ouroboros Autonomous Mathematics Process
PUBLIC RELEASE
This publication-ready package documents an experiment in autonomous mathematics directly applied to improve Ouroboros. The repository is intentionally staged as private so its owner can make it public after review. The PDFs and supporting text are already labeled PUBLIC RELEASE.
Included
OUROBOROS_AUTONOMOUS_MATHEMATICS_PROCESS_PUBLIC_RELEASE.pdf - the public-facing process white paper.… See the full description on the dataset page: https://huggingface.co/datasets/cjc0013/ouroboros-autonomous-mathematics-process.Mathematics-Class10-Tnsb
Mathematics-Class10-Tnsb
This dataset contains scanned images from a Class 10 Mathematics textbook under the TNSB (Tamil Nadu State Board) curriculum. It is intended for educational machine learning tasks such as image-to-text (OCR), textbook digitization, or educational content understanding.
Dataset Details
Source: Tamil Nadu State Board Class 10 Mathematics textbook
Task: Image-to-Text
Language: English
Split: train only
Rows: 352
Format: Images only (scanned textbook… See the full description on the dataset page: https://huggingface.co/datasets/prithivMLmods/Mathematics-Class10-Tnsb.John_O_Bryan_Mathematics_CompetitionIndustryCorpus_mathematics[中文主页]
Industry models play a crucial role in driving enterprise intelligence transformation and innovative development. High-quality industry data is key to improving the performance of large models and realizing industry applications. However, datasets currently used for industry model training generally suffer from issues such as insufficient data volume, low quality, and lack of domain expertise.
To address these problems, we constructed and applied 22 industry data processing operators to… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/IndustryCorpus_mathematics.task689_mmmlu_answer_generation_college_mathematics
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task689_mmmlu_answer_generation_college_mathematics
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task689_mmmlu_answer_generation_college_mathematics.TheArabicPile_Mathematics
The Arabic Pile
Introduction:
The Arabic Pile is a comprehensive dataset meticulously designed to parallel the structure of The Pile and The Nordic Pile. Focused on the Arabic language, the dataset encompasses a vast array of linguistic nuances, incorporating both Modern Standard Arabic (MSA) and various Levantine, North African, and Egyptian dialects. Tailored for the training and fine-tuning of large language models, the dataset consists of 13 subsets, each uniquely… See the full description on the dataset page: https://huggingface.co/datasets/premio-ai/TheArabicPile_Mathematics.dataset-CoT-Applied-Mathematics-824DeepMind_Mathematics_QALLM-Hallucination-Detection-complex-mathematics
AIME Hallucination Detection Dataset
This dataset is created for detecting hallucinations in Large Language Models (LLMs), particularly focusing on complex mathematical problems. It can be used for tasks like model evaluation, fine-tuning, and research.
Dataset Details
Name: AIME Hallucination Detection Dataset
Format: CSV
Size: (add size, e.g., 10MB)
Files Included:
AIME-hallucination-detection-dataset.csv: Contains the dataset.
Content Description… See the full description on the dataset page: https://huggingface.co/datasets/tourist800/LLM-Hallucination-Detection-complex-mathematics.mmlu-high_school_mathematics-neg-prepend
Dataset Card for "mmlu-high_school_mathematics-neg-prepend"
More Information needed
k12-mathematics-standards-expanded
K-12 Mathematics Standards, expanded (generated instruction data)
4,965 instruction/input/output records for mathematics, generated around a K-12
standards taxonomy for instruction-tuning and educational-content experiments.
How this was built (read this first)
These are programmatically generated training examples, not curriculum written by
educators and not the text of any official standard. A generator combined standards
metadata - codes, grade levels, domains… See the full description on the dataset page: https://huggingface.co/datasets/robworks-software/k12-mathematics-standards-expanded.Physics-Chemistry-Mathematics-Pro
Physics-Chemistry-Mathematics-Pro
Copyright © 2026 Vinay Umrethe umrethevinay@gmail.com.
This dataset is licensed under the Creative Commons Attribution 4.0 International License.
Mathematics_Formulas_DatasetMathematics Formulas Dataset
A comprehensive collection of 183 essential mathematical formulas across 12 categories, formatted in JSONL for easy integration with educational software, study apps, and AI systems.
Dataset Overview
Total Formulas: 183
Categories: 12
Format: JSON Lines (.jsonl)
Size: ~45KB
Last Updated: October 2023
Categories Included
Algebra
Basic identities
Polynomial expansions
Quadratic formula
Exponential/logarithmic laws… See the full description on the dataset page: https://huggingface.co/datasets/darkknight25/Mathematics_Formulas_Dataset.zh-en-1945-mathematics-dictionaryVietAlpha English–Chinese Mathematics Dictionary
數學名詞, 1945
VietAlpha Lab ·
Website
The VietAlpha English–Chinese Mathematics Dictionary is a machine-readable, verified digital edition of 數學名詞 (Mathematical Terms), the English–Chinese mathematical terminology standard compiled by the National Institute for Compilation and Translation (國立編譯館) and promulgated by the Ministry of Education, in its 1945 printing.
The printed work lists 3,426 numbered English terms with their standardized… See the full description on the dataset page: https://huggingface.co/datasets/VietAlphaLabs/zh-en-1945-mathematics-dictionary.mmlu-elementary_mathematics
Dataset Card for "mmlu-elementary_mathematics"
More Information needed