datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
midi-classical-music-toio-json
MIDI Classical Music
drengskapur/midi-classical-musicのデータセットをtoioの soundコマンドで再生しやすいように以下のフォーマットのjsonに変換したデータを含めたデータセット
data format
[
{
"track_name": "ALBENIZ: Aragon Op 47/6",
"priority": 1,
"notes": [
{
"note_number": 77,
"start_time_ms": 0,
"duration_units": 26
},
{
},
},
{
"track_name": "apurdam@pcug.org.au",
"priority": 2,
"notes": [
{
"note_number": 53,
"start_time_ms": 0… See the full description on the dataset page: https://huggingface.co/datasets/ayousanz/midi-classical-music-toio-json.chinese-classical-corpus
Chinese Classical Corpus
🔗 源码 & 构建脚本: github.com/gujilab/chinese-classical-corpus — 完整抽取 pipeline、14 个 Python 脚本、验证套件
🎯 配套评测基准: gujilab/chinese-classical-bench — 500 道题 × 5 任务，测 LLM 古典文献能力（题目均从本语料抽样）
中国古典文献结构化语料集，含完整十三经 + 说文解字 + 资治通鉴 + 二十四史前 15 部，以及 197 万条古译今/今译古/断句指令对。
全部 CC0 公有领域，可商用、可改用、无附加限制。
为什么做这个
中文（尤其文言文）常被说成"高密度优势"。本语料集 + 配套评测想把这个论点变成可验证的数字 —— 包括它在哪些场景成立、在哪些场景不成立。
Tokenizer 层面 —— 真成立
7 个主流 tokenizer 横评（tokenizer_study）：
DeepSeek-V3 /… See the full description on the dataset page: https://huggingface.co/datasets/gujilab/chinese-classical-corpus.chinese-classical-corpus
Chinese Classical Corpus
🔗 Source code & build scripts: github.com/zi6me/chinese-classical-corpus — full extraction pipeline, 14 Python scripts, validation suite.
中国古典文献结构化语料集，含完整十三经 + 说文解字 + 资治通鉴 + 二十四史前 15 部，以及 197 万条古译今/今译古/断句指令对。
全部 CC0 公有领域，可商用、可改用、无附加限制。
Quick Start
from datasets import load_dataset
# 源语料 (12,005 条章节级记录, 17.2M 字)
corpus = load_dataset("dzxr/chinese-classical-corpus", "corpus", split="train")
# 古译今 / 今译古 双向指令数据 (1,924,378 条)
translate =… See the full description on the dataset page: https://huggingface.co/datasets/flowerone/chinese-classical-corpus.philosophy-classics-structured
Classical Decision Frameworks — Philosophy Dataset
Structured public domain philosophical texts focused on decision-making, leadership,
and organizational ethics. All content is in the public domain.
Content
Works from classical philosophy structured for AI analysis:
Stoic decision principles (Marcus Aurelius, Epictetus, Seneca)
Political philosophy (Machiavelli, Aristotle)
Virtue ethics (Aristotle, Plato)
Sources
All works published before 1928… See the full description on the dataset page: https://huggingface.co/datasets/gmahia/philosophy-classics-structured.classical-cipher-corpus
Classical Cipher Corpus
A labeled educational dataset of classical cipher examples for teaching cryptanalysis and training small cipher-family classifiers.
Part of the Cipher Detective AI project:
🕵️ Space: systemslibrarian/cipher-detective-ai
📦 Dataset: systemslibrarian/classical-cipher-corpus (this repo)
🤖 Model: systemslibrarian/cipher-detective-classifier
Intended use
Teach classical cryptanalysis.
Benchmark educational cipher-family detectors.
Train small… See the full description on the dataset page: https://huggingface.co/datasets/systemslibrarian/classical-cipher-corpus.russian_classic_literatureClassical-Chinese-Roleplay
文言文角色扮演
本数据集包含了579条文言文多轮对话（同时包含短指令）
这是一个奇奇怪怪的数据集，说它是文言文，其实只是看起来像文言文的白话文
数据集中存在一些过短的指令，可以根据情况剔除相应语料
训练此数据集可以让你的模型变得（看似）文采飞扬
至少能看起来有文笔，对吧？
classic-eda-c-trajectories
nano-rl trajectories
Agent trajectories from nano-rl: an LLM is asked to specify, test and then
implement a small C program, which is compiled and executed inside a confined
sandbox and scored against tests the model wrote before it saw its own program.
When the program fails, the model is shown the build log and the failing cases
and asked to repair it, for up to 100 rounds.
Every model turn is one row, including the ones that went nowhere.
What is in it… See the full description on the dataset page: https://huggingface.co/datasets/Sudnya/classic-eda-c-trajectories.test-subset-classic-eda
nano-rl trajectories
Agent trajectories from nano-rl: an LLM is asked to specify, test and then
implement a small C program, which is compiled and executed inside a confined
sandbox and scored against tests the model wrote before it saw its own program.
When the program fails, the model is shown the build log and the failing cases
and asked to repair it, for up to 100 rounds.
Every model turn is one row, including the ones that went nowhere.
What is in it… See the full description on the dataset page: https://huggingface.co/datasets/Sudnya/test-subset-classic-eda.classic-eda
Classic EDA - Period Software Task Specifications
1020 specifications for software that plausibly could have been written between
1985 and 1996, mined from two in-era archives and shaped as coding tasks with
machine-checkable requirements.
Each record names a program, describes it in a paragraph, and states 3-12 atomic
requirements plus an explicit interface contract (argv, stdin, stdout, exit
codes) so a grader can test an implementation.
Why period software… See the full description on the dataset page: https://huggingface.co/datasets/gdiamos/classic-eda.chinese-classical-bench
Chinese Classical Bench
中国古典语言能力评测基准 — 6 个任务 × 100 题 = 600 道，覆盖翻译、断句、字义、典故、续写填空、现代→文言压缩。
📊 在线排行榜: 🤗 Space — chinese-classical-bench-leaderboard
🔗 评测代码 & runner: github.com/gujilab/chinese-classical-bench — eval runner（OpenAI 兼容端点）、打分器、排行榜聚合脚本
📦 配套语料集: gujilab/chinese-classical-corpus (CC0 公有领域) — 题目均从该语料抽样生成
为什么做这个
中文（尤其文言文）常被说成"高密度优势"。这套基础设施（bench + corpus + 4 个论点实证实验）想把这个论点变成可验证的数字 —— 包括它在哪些场景成立、在哪些场景不成立。
Tokenizer 层面（实证）
7 个主流 tokenizer 横评（详见下方… See the full description on the dataset page: https://huggingface.co/datasets/gujilab/chinese-classical-bench.neural-classical-vrp-benchmark
Neural-Classical VRP Benchmark
Benchmark results comparing RouteFinder (neural), OR-Tools (classical), and Hybrid (neural warm start + local search + ALNS + OR-Tools) solvers across 7 VRP variants.
Schema
Field
Type
Description
instance_id
string
Unique instance identifier
variant
string
VRP variant (cvrp, vrptw, ovrp, pdp, backhaul, svrp, dvrp)
n_customers
int
Number of customers
routefinder_cost
float
Total distance from RouteFinder… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/neural-classical-vrp-benchmark.classical-arabic-logic-slop-unlearning
📜 Classical Arabic Logic & Code Slop Unlearning Dataset
Epistemic Alignment & Anti-Pattern Elimination for Sovereign Code Synthesis
Author: Enver AynEngineAffiliation: Sovereign Epistemic AI Research / AynEngine Project (Switzerland)Associated Paper: Hierarchical Symbolic-Neural Mixture of Experts (H-MoE)
🏛️ Dataset Overview
Modern large language models trained on massive internet web crawls frequently hallucinate architectural anti-patterns… See the full description on the dataset page: https://huggingface.co/datasets/enver/classical-arabic-logic-slop-unlearning.classical-chinese-poetry-benchmark-70
English Readme see below
(README由Claude 3.5 Sonnet生成)
中国古诗词大模型评测基准
简介
这是一个专门用于评测大语言模型在中国古诗词理解和生成方面能力的基准测试集。该基准包含了一个多样化的测试数据集和完整的评测框架,可用于系统性地评估和比较不同模型在古诗词领域的表现。
数据集说明
数据集(poetry_benchmark.jsonl)包含70个测试样本,涵盖以下维度:
题型分布:
对联补全
诗句填空
诗词识别
提示词补全
首尾互补
难度等级:
简单(easy)
中等(medium)
困难(hard)
朝代覆盖:
先秦至近现代
包括唐、宋、元、明、清等重要朝代
评测维度
评测框架从以下维度对模型进行全面评估:
整体准确率
不同题型的表现
不同难度等级的表现
不同朝代诗词的掌握程度
评测结果
模型
blank_filling
couplet
find_poetry… See the full description on the dataset page: https://huggingface.co/datasets/happyme531/classical-chinese-poetry-benchmark-70.classical-swedish-allusions-gold
Classical-Swedish Allusions: Gold Benchmark
A small curated reference set of cross-lingual allusions from classical Greek and Latin into Swedish literature. Used as a held-out evaluation set for the Ericu950/classical-swedish-citations-v2 project.
Purpose
This is not training data. It is a fixed, public reference standard. Our cross-lingual allusion-detection system will aspire to recover these. The set was archived publicly before evaluating any system against it.
The… See the full description on the dataset page: https://huggingface.co/datasets/Ericu950/classical-swedish-allusions-gold.Russian_classical_literature
Датасет классической русской литературы
Описание
Датасет сформирован из произведений классической русской литературы, находящихся в общественном достоянии.
Лицензия
CC0 1.0 Universal Public Domain Dedication
Список произведений
Лев Толстой - "Война и мир"
Лев Толстой - "Детство"
Фёдор Достоевский - "Преступление и наказание"
Фёдор Достоевский - "Братья Карамазовы"
Лев Толстой - "Анна Каренина"
Лев Толстой - "Воскресение"
[
{
"input":… See the full description on the dataset page: https://huggingface.co/datasets/MarkProMaster229/Russian_classical_literature.tcm-acupuncture-classics
Acupuncture & Channels · 中医针灸经络 💰 (Commercial Dataset)
This is a commercial dataset. A free 3-work sample is provided below; the
full dataset is available for licensing/purchase.
📧 To purchase or request a quote, email wangeksy@gmail.com.
✅ Cleared for commercial use — derived from public-domain classical works.
What you get
Pre-modern acupuncture/moxa + channels: 针灸甲乙经·针灸大成·铜人腧穴 (针灸·经络)
33 public-domain works of classical Traditional Chinese Medicine, as… See the full description on the dataset page: https://huggingface.co/datasets/wangekxy/tcm-acupuncture-classics.Classical-Poetry-Dataset
Classical Southern Moroccan Amazigh Music Lyrics Dataset
This dataset contains scraped titles, YouTube video links, and descriptions featuring lyrics for classical Southern Amazigh (Tashelhit) music. The collection spans over 400 songs, serving as a valuable text corpus for regional linguistic study, poetic analysis, and natural language processing (NLP) tasks in low-resource variants.
Orthography & Linguistic Note
The orthography captured in this dataset… See the full description on the dataset page: https://huggingface.co/datasets/abdelhaqueidali/Classical-Poetry-Dataset.classical-chinese-punctuation
Classical Chinese Punctuation Restoration · 文言文断句·标点 💰 (Commercial Dataset)
This is a commercial dataset. A free 200-record sample is provided below
(sample.jsonl); the full 5.3M-pair corpus is available upon request.
📧 To license / purchase or request a quote, email wangeksy@gmail.com.
✅ Cleared for commercial use — built from public-domain classical works.
The task
Restore punctuation and sentence segmentation (句读) to unpunctuated Classical
Chinese — a… See the full description on the dataset page: https://huggingface.co/datasets/wangekxy/classical-chinese-punctuation.military-strategy-classics
Analytical Decision Frameworks — Public Domain Dataset
Structured public domain texts on decision-making, organizational design, and strategic analysis.
Formatted for AI training, analysis, and agent tool use.
All content sourced from works in the public domain (published before 1928, or government-authored).
Content Domains
Strategic planning principles
Organizational coordination patterns
Decision frameworks under uncertainty
Historical pattern analysis… See the full description on the dataset page: https://huggingface.co/datasets/gmahia/military-strategy-classics.english-classics-parallel-samples
Booklern English classics: parallel samples
Paragraph-aligned opening passages of public-domain English classics with a
translation into Spanish, Japanese, Brazilian Portuguese, Russian, Chinese, published by Booklern, a
bilingual book reader for learning English through real books. Each book is
read on Booklern with a sentence-by-sentence translation under the English,
read-aloud audio, a dictionary and vocabulary tools; the rows here are the
same opening paragraphs that appear… See the full description on the dataset page: https://huggingface.co/datasets/ssergaroo/english-classics-parallel-samples.ClassicalChineseClassicalMechanicsV1Thanks for going through our work!
Update:
ArXiv Preprint for our Data Generation Methodology for High Complexity Problems is out!
"Infinite Problem Generator: Verifiably Scaling Physics Reasoning Data with Agentic Workflows"
https://arxiv.org/abs/2603.14486
PS: We just saw that this dataset has started getting some downloads.
There are also some variations of it which RL/SFT etc.
It just makes us really happy to see the community engage so directly with our work.
I guess we really did… See the full description on the dataset page: https://huggingface.co/datasets/erads/ClassicalMechanicsV1.ClassicalMechanicsV1Thanks for going through our work!
Update:
ArXiv Preprint for our Data Generation Methodology for High Complexity Problems is out!
"Infinite Problem Generator: Verifiably Scaling Physics Reasoning Data with Agentic Workflows"
https://arxiv.org/abs/2603.14486
PS: We just saw that this dataset has started getting some downloads.
There are also some variations of it which RL/SFT etc.
It just makes us really happy to see the community engage so directly with our work.
I guess we really did… See the full description on the dataset page: https://huggingface.co/datasets/rissin/ClassicalMechanicsV1.turkish-classic-books-qaclassical-chinese-variant-collation
Classical Chinese Variant Collation · 校勘 💰 (Commercial Dataset)
This is a commercial dataset. A free 50-work preview sample is provided
below (sample.jsonl, texts truncated); the full set with complete aligned
texts is available upon request.
📧 To license / purchase or request a quote, email wangeksy@gmail.com.
✅ Cleared for commercial use — both members are public-domain classical works.
What this is
A textual-criticism dataset: classical works that survive… See the full description on the dataset page: https://huggingface.co/datasets/wangekxy/classical-chinese-variant-collation.Classical-ModernModern-Chinese-to-Classical-Chineseclassical-dance-navarasasClassical_Modern_1
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
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Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/zeroyet/Classical_Modern_1.