datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
wikireading
Dataset Card for Wikireading
This is a dataset of book chapters scraped from a Russian website called Wikireading.
Dataset Details
Dataset Description
Wikireading is a collection of non-fiction educational books in various domains: Biology, Art, History, Religion and much more. The books are highly educational and provide vast knowledge in different domains, making this dataset a good choice for pretraining.
The resulting dataset contains ~26M rows, which in… See the full description on the dataset page: https://huggingface.co/datasets/its5Q/wikireading.habr_qna
Dataset Card for Habr QnA
Dataset Summary
This is a dataset of questions and answers scraped from Habr QnA. There are 723430 asked questions with answers, comments and other metadata.
Languages
The dataset is mostly Russian with source code in different languages.
Dataset Structure
Data Fields
Data fields can be previewed on the dataset card page.
Data Splits
All 723430 examples are in the train split, there is no validation… See the full description on the dataset page: https://huggingface.co/datasets/its5Q/habr_qna.NotAllCodeIsEqual
NotAllCodeIsEqual
This dataset was created for the paper Not All Code Is Equal: A Data-Centric Study of Code Complexity and LLM Reasoning.
It contains code fine-tuning datasets split by complexity metrics for studying the relationship between code complexity and reasoning capabilities.
We provide 2 types of dataset, that cover complementary settings:
CodeNet (solution-driven complexity):
The CodeNet splits contain the same programming problems across all complexity levels, but with… See the full description on the dataset page: https://huggingface.co/datasets/itsluketwist/NotAllCodeIsEqual.IT_Support_V2
Mack: IT Support & Admin Dataset
📋 Dataset Description
This dataset consists of 100,000+ conversation logs focused on IT Support and IT Administration tasks. It was generated to fine-tune the "Mack" model—an AI persona designed to act as an expert Tier 1 & Tier 2 IT Helpdesk agent.
The data covers a wide range of technical domains, including Windows troubleshooting, SQL Server administration, driver issues, network diagnostics, and hardware debugging.
Curated by: [Dev… See the full description on the dataset page: https://huggingface.co/datasets/benjaminmacklin/IT_Support_V2.synthetic-logs
Synthetic Logs (Wild)
Just messy, realistic-looking logs paired with their parsed version. Each row has a raw log line and what you'd want a parser to pull out of it.
100,000 rows total, split across 3 files in data/:
data/logs-0001.parquet
data/logs-0002.parquet
data/logs-0003.parquet
2 columns: raw_log (the messy string) and parsed_json (the answer, as JSON string)
Covers 130+ services — nginx, postgres, k8s, lambda, python tracebacks, etc. — in 16 formats like syslog, JSON… See the full description on the dataset page: https://huggingface.co/datasets/itsrishub/synthetic-logs.task755_find_longest_substring_and_replace_its_sorted_lowercase_version_in_both_lists
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task755_find_longest_substring_and_replace_its_sorted_lowercase_version_in_both_lists
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… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task755_find_longest_substring_and_replace_its_sorted_lowercase_version_in_both_lists.MedAgentSim-datasets
MedAgentSim Datasets
GitHub: https://github.com/MAXNORM8650/MedAgentSimWebsite: https://medagentsim.netlify.app
This repository contains various datasets used in the MedAgentSim project for simulating medical agent interactions.
Datasets Included
Dataset
Rows
Description
medqa_v1.parquet
107
General medical question-answering OSCE examinations
medqa_extended_v1.parquet
214
Extended medical QA with comprehensive coverage
mimiciv_v1.parquet
288
Patient… See the full description on the dataset page: https://huggingface.co/datasets/ItsMaxNorm/MedAgentSim-datasets.yandex-qThis is a dataset of questions and answers scraped from Yandex.Q.bluesky-10m-posts-15-languages
Dataset Card: Bluesky 10M Multilingual
📊 Overview
Total Posts: 10,099,990
Languages: 15 (en, tr, es, pt, de, fr, ja, it, nl, pl, ru, ko, zh, ar, hi)
Collection Period: August 9-12, 2026
Source: Bluesky Jetstream API (public firehose)
Format: JSONL
Size: ~3 GB
🌍 Language Distribution
Language
Code
Posts
%
English
en
6,843,995
67.8%
Japanese
ja
1,547,179
15.3%
German
de
373,626
3.7%
Portuguese
pt
331,093
3.3%
Spanish
es
325,865… See the full description on the dataset page: https://huggingface.co/datasets/itsmebatuhan/bluesky-10m-posts-15-languages.proper-agents-data
ProPer Agents — data
Data for ProPer Agents: Proactivity Driven Personalized Agents for Advancing
Knowledge Gap Navigation (ACL 2026).
Paper ·
Adapters
Three domains: code, medical, pwab (product recommendation).
Layout
{domain}/
raw/train.jsonl source examples
raw/test.jsonl
raw/{domain}_rga_{train,test}.jsonl RGA SFT data (Alpaca format)
raw/{domain}_dga_{train,test}.jsonl DGA SFT data (Alpaca format)… See the full description on the dataset page: https://huggingface.co/datasets/itsgupta/proper-agents-data.epfl-enterprise-osai-adoption-research-data
EPFL Enterprise Open-Source AI Adoption Research Dataset
Dataset Summary
This dataset contains mixed-methods research data from 100 organizations regarding their strategic adoption of open-source AI through the Hugging Face ecosystem. The research was conducted at EPFL (École Polytechnique Fédérale de Lausanne) and supports the development of the Gate-Lever framework for enterprise open-source AI adoption.
Dataset Structure
This dataset is organized into 4… See the full description on the dataset page: https://huggingface.co/datasets/itseffi/epfl-enterprise-osai-adoption-research-data.ConvES30K
ConvES10K-HQ-LLM — High-Quality Spanish Conversations (LLM-Generated)
Recommended for AI training. This version replaces the template-based builds and is fully LLM-generated for true independence.
Why this version
Previous builds (30K and 10K-template) were template-based (gen.py + 178 situations):
13,156 distinct messages from 74,526 total → 82.3% duplicate messages, max x109 on narrative blocks (Mesa seis pegada a la mesa siete...)
Coherence failures from… See the full description on the dataset page: https://huggingface.co/datasets/itsZyn/ConvES30K.privasis-reasoning-qa
Privasis Reasoning-QA
Open-ended reasoning question–answer pairs derived from the
NVIDIA Privasis-Zero dataset.
Two configs are provided:
qa50k — 50,000 pairs sampled from the Privasis-Zero corpus split (record field). Main set.
qa500 — 500 pairs from the hard_test split (original_record field). Original pilot.
from datasets import load_dataset
ds = load_dataset("ItsMaxNorm/privasis-reasoning-qa", "qa50k", split="train")
Each item presents one question that requires… See the full description on the dataset page: https://huggingface.co/datasets/ItsMaxNorm/privasis-reasoning-qa.Turkce-Kuran-Meali
📖 Türkçe Kur'an-ı Kerim Meali Veri Seti (Turkish Quran Dataset)
Bu veri seti, Kur'an-ı Kerim'in 114 Suresini ve toplam 6.236 Ayetini kapsayan, Doğal Dil İşleme (NLP), Yapay Zeka (LLM fine-tuning), Metin Çevirisi ve Dini Araştırmalar için özel olarak hazırlanmış kapsamlı, temizlenmiş ve yapılandırılmış bir veri setidir.
Veri setinde her bir ayet; orijinal Harekeli Arapça (Uthmani) metni, Türkçe Okunuşu/İsmi ve Diyanet İşleri Başkanlığı Türkçe Meali ile eşleştirilerek… See the full description on the dataset page: https://huggingface.co/datasets/itskerem4/Turkce-Kuran-Meali.panorama
Dataset Summary
Dataset of satirical news from "Panorama", Russian "The Onion".
Dataset Format
Dataset is in JSONLines format, where "title" is the article title, and "body" are contents of the article.
IT_Support
Mack IT Support Datasets
The Mack dataset is a collection of high-quality IT support data curated for developing and benchmarking agentic language models, digital helpdesk assistants, and troubleshooting bots.It contains seven .jsonl files with diverse coverage:
A_identity.jsonl: Agent identity and persona modeling.
B_troubleshooting.jsonl: Stepwise troubleshooting dialogs and solutions.
C_steps.jsonl: IT procedures and diagnostic workflow data.
D_reasoning.jsonl: Support agent… See the full description on the dataset page: https://huggingface.co/datasets/benjaminmacklin/IT_Support.LangChoiceBench
LangChoiceBench
Welcome to LangChoiceBench - the benchmark dataset for studying programming-language choice in reasoning LLMs.
Introduced in the paper LangChoiceBench: Measuring and Explaining Programming-Language Choice in LLMs, the dataset covers 28 real-world software projects across 7 domains (mobile, frontend, low-latency, systems, embedded, games, enterprise) where Python is a known poor default, plus a 4-project python_control area where Python is the right choice… See the full description on the dataset page: https://huggingface.co/datasets/itsluketwist/LangChoiceBench.it-support-l1-ticket-classification
IT Support L1 Multilingual Dataset
Dataset Summary
IT Support L1 Multilingual Dataset is a synthetic enterprise help desk dataset for ticket classification and troubleshooting response generation. It contains realistic Level 1 IT support scenarios in English and Czech, designed for experiments in structured classification, response generation, and multilingual support workflow prototyping.
This dataset contains synthetic IT Support L1 scenarios. The records were generated… See the full description on the dataset page: https://huggingface.co/datasets/w1z4rd3k/it-support-l1-ticket-classification.MIKE-dataset
MIKE High-Signal Indian Legal Triage
This is the curated instruction-tuning corpus for MIKE, an India-focused legal
research and triage adapter. It contains 10,913 English examples designed for
source-bounded reasoning, issue triage, document and evidence planning,
structured output, and legacy/current criminal-law transition screening.
Dataset composition
10,049 balanced, completion-deduplicated base examples;
244 explicit JSON-schema instruction variants;
500… See the full description on the dataset page: https://huggingface.co/datasets/itsalloverig/MIKE-dataset.resh-eduThis is a dataset of lessons and tests scraped from resh.edu.rukevin-v1-dataset
Kevin V1 — NPC Conversation Dataset
Synthetic player↔NPC conversations for training game NPC dialogue models.
Generated with a 3-role pipeline (context / player / NPC) plus a judge that
verifies every NPC reply is grounded (no hallucinated facts) and
in-character.
Format
One conversation per row (JSON Lines). Each row:
{
"id": "conv_00042",
"area_id": "01_emberpeak_forge",
"npc": {"role": "blacksmith", "name": "...", "offers": [...], "knows_about": [...]}… See the full description on the dataset page: https://huggingface.co/datasets/ItsHotdogFred/kevin-v1-dataset.teletype
Dataset Card for Teletype
This dataset is a scrape of all articles published on teletype, a popular platform for publishing articles, especially in Telegram. The dataset includes the original article HTML, as well as text extracted using the trafilatura library with favor_recall=True and other metadata provided by teletype.
Additionally, language identification was applied using the lingua-py library and the identification results are available in the lang column.
Curated by: its5Q
clean_ukrainian-news
Ukrainian News Dataset
This is a dataset of news articles downloaded from various Ukrainian websites and Telegram channels.
The dataset contains 22 567 099 JSON objects (news), total size ~67GB each with the following fields:
title: The title of the news article
text: The text of the news article, which may contain HTML tags(e.g., paragraphs, links, images, etc.)
url: The URL of the news article
datetime: The time of publication or when the article was parsed and added to… See the full description on the dataset page: https://huggingface.co/datasets/itsSHAS/clean_ukrainian-news.swe-clarify
SWE-Clarify-CFR: Game-Theoretic Clarification Dataset
SWE-Clarify-CFR is a high-fidelity synthetic dataset designed to train Large Language Models (LLMs) to detect dangerous ambiguity in software engineering tasks.
Standard LLMs suffer from "Helpfulness Bias", when presented with a vague request (e.g., "Flush the database"), they often guess the user's intent to be helpful. In high-stakes engineering, this can lead to catastrophic data loss or security breaches.
This dataset solves… See the full description on the dataset page: https://huggingface.co/datasets/itsankitkp/swe-clarify.Its-Me-Soren
Soren Identity Dataset
This dataset contains synthetically generated conversational pairs designed to teach an AI model named Soren — built by Syntropy-AI as part of Project Syntropic — who it is, how it talks, and how it handles identity-related questions.
It is intended to be used as an early-stage SFT (Supervised Fine-Tuning) dataset, specifically as a personality and identity foundation layer before broader instruction tuning datasets are introduced.
Dataset Details… See the full description on the dataset page: https://huggingface.co/datasets/syntropy-ai/Its-Me-Soren.995EnglishPodcastTranscripts
Dataset Card for 995 English Podcast Transcripts
Dataset Summary
The 995 English Podcast Transcripts dataset is a collection of detailed text transcripts derived from various English-language podcasts. Containing 995 episodes complete with metadata like summaries, duration, and confidence scores, this dataset is highly valuable for Natural Language Processing (NLP) tasks. The podcasts span diverse categories such as: technology, true crime, business.
It is… See the full description on the dataset page: https://huggingface.co/datasets/itsmebatuhan/995EnglishPodcastTranscripts.itsm-change-management-benchmark
ITSM Change Management Benchmark
The first public dataset for evaluating AI agents on IT Service Management (ITSM) tasks, specifically ITIL Change Management RFC generation.
Dataset Description
This dataset contains structured ITSM data across three realistic enterprise scenarios, designed to benchmark AI agents that generate or evaluate Request for Change (RFC) documents against ITIL v4 standards.
Scenarios
Scenario
Category
Incidents
CMDB Items
Risk… See the full description on the dataset page: https://huggingface.co/datasets/VuduVations/itsm-change-management-benchmark.seeweb-llama-it-setOctoCodingBench
OctoCodingBench: Instruction-Following Benchmark for Coding Agents
English | 中文
🌟 Overview
OctoCodingBench benchmarks scaffold-aware instruction following in repository-grounded agentic coding.
Why OctoCodingBench?
Existing benchmarks (SWE-bench, etc.) focus on task completion — whether the agent produces correct code. However, they miss a critical dimension: does the agent follow the rules while solving the task?
In real-world agentic coding, agents must… See the full description on the dataset page: https://huggingface.co/datasets/itsPrerna202/OctoCodingBench.LibHalluBench
LibHalluBench - Library Hallucinations Benchmark
Welcome to LibHalluBench - the benchmark dataset for testing an LLMs propensity to use non-existent library names during code generation.
Using the prompts created in the paper Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries, we have curated a dataset of code generation problems that have been observed to trigger a higher rate of hallucinations in LLMs.
📋 dataset | 💾 download | 🤖… See the full description on the dataset page: https://huggingface.co/datasets/itsluketwist/LibHalluBench.