datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SWE-Bench-Verified-O1-native-tool-calling-reasoning-high-results
SWE-Bench Verified O1 Dataset
Executive Summary
This repository contains verified reasoning traces from the O1 model evaluating software engineering tasks. Using OpenHands + CodeAct v2.2, we tested O1's bug-fixing capabilities using their native tool calling capabilities on the SWE-Bench Verified dataset, achieving a 45.8% success rate across 500 test instances.
Overview
This dataset was generated using the CodeAct framework, which aims to improve code… See the full description on the dataset page: https://huggingface.co/datasets/AlexCuadron/SWE-Bench-Verified-O1-native-tool-calling-reasoning-high-results.medmcqa-openai-native
MedMCQA — OpenAI-native, with a usable test split
MedMCQA is one of the most downloaded medical QA datasets on the Hub. Its test split has been unusable since release: all 6,150 rows carry cop=-1 (no label) and an empty explanation. You cannot score a model on it.
This release rebuilds a labelled, leak-free test split and converts everything to the native messages format, so it loads straight into TRL with no custom parsing.
What was actually wrong
Measured on the… See the full description on the dataset page: https://huggingface.co/datasets/Archangel-system/medmcqa-openai-native.MetaMathQA-decontaminated-openai-native
MetaMathQA — decontaminated, OpenAI-native
MetaMathQA is a widely used math fine-tuning corpus. Its README states:
"None of the augmented data is from the testing set."
That is false, and this release proves it with measurements. 24,334 rows (6.16%) overlap with standard evaluation splits. If you fine-tune on the original and report MATH or GSM8K scores, those scores are inflated.
This release removes the leakage, converts to native messages, and documents every rejection.… See the full description on the dataset page: https://huggingface.co/datasets/Archangel-system/MetaMathQA-decontaminated-openai-native.Native
MedInjection-FR — Native Subset 🇫🇷
Summary
The Native component of MedInjection-FR comprises French biomedical instructions and question–answer pairs natively written in French.It forms the core of the dataset and reflects authentic medical reasoning and linguistic formulations, sourced from curated corpora and educational materials.This subset serves as the high-quality reference supervision for instruction tuning of large language models (LLMs) in French biomedical… See the full description on the dataset page: https://huggingface.co/datasets/MedInjection/Native.mozgach_trener
🎓 Mozgach Trener Micro Dataset
Микро-датасет для обучения образовательных LLM моделей
Датасет создан на основе проекта Mozgach Trener - образовательного приложения для изучения русского языка, цифр, цветов и форм.
📊 Статистика
Всего примеров: 97
Формат: JSONL (messages format)
Размер: ~80 KB
Кодировка: UTF-8
📚 Категории
Категория
Примеров
Описание
Алфавит
66
Произношение букв, примеры слов
Цифры
11
Числа от 0 до 10, написание
Цвета
10… See the full description on the dataset page: https://huggingface.co/datasets/nativemind/mozgach_trener.NativeDE-Opus4.7-REAP
NativeDE-Opus4.7-REAP
A native German synthetic reasoning dataset generated using Anthropic Claude Opus 4.7 (claude-opus-4-7). All prompts and responses are in natural, idiomatic German — not translations from English. Each sample contains an explicit <think>...</think> reasoning block followed by a Final answer: boundary and the actual response.
This dataset is the German-language complement to BaaderSo36-Opus4.7-REAP.
Dataset Statistics
Total samples: 2,306
Source… See the full description on the dataset page: https://huggingface.co/datasets/baaderso36/NativeDE-Opus4.7-REAP.legal-108-perfect
legal-108-perfect
Описание
Датасет для обучения AI в юридической сфере.
Включает 4 специализированные сферы × 108 примеров:
047: Следователь - сбор доказательств
048: Прокурор - обнаружение нарушений (КЛЮЧЕВАЯ сфера)
049: Судья - вынесение справедливых решений
Плюс духовная сфера 001 + 1080 примеров Alpaca.
Духовная миссия: Служение истине и справедливости.
Сгенерировано через Ollama (mozgach108:latest).
Статистика
Всего примеров: 1512… See the full description on the dataset page: https://huggingface.co/datasets/nativemind/legal-108-perfect.developers-high-quality-mozgach
developers-high-quality-mozgach
Описание
Высококачественные примеры для разработчиков, сгенерированные mozgach108.
Датасет содержит отборные примеры для различных задач программирования:
Написание кода
Отладка
Рефакторинг
Архитектурные решения
Code review
Тестирование
Особенность: высокое качество ответов, сгенерированных специализированной моделью mozgach108.
Сгенерировано через Ollama (mozgach108:latest).
Статистика
Всего примеров: 1200… See the full description on the dataset page: https://huggingface.co/datasets/nativemind/developers-high-quality-mozgach.developers-108-perfect
developers-108-perfect
Описание
Датасет для обучения AI помощников разработчиков (continue.ai).
Включает 7 специализированных сфер × 108 примеров:
073: Developer - написание кода
074: Code Reviewer - проверка и ревью кода
075: Architect - проектирование систем
076: DevOps Engineer - CI/CD и инфраструктура
077: QA Tester - тестирование и качество
078: Technical Writer - документация
Плюс духовная сфера 001 + 1080 примеров Alpaca.
Сгенерировано через Ollama… See the full description on the dataset page: https://huggingface.co/datasets/nativemind/developers-108-perfect.sales-support-108-perfect
sales-support-108-perfect
Описание
Датасет для обучения AI моделей продаж и поддержки клиентов.
Включает 11 специализированных сфер × 108 примеров:
ПРОДАЖИ:
019: Sales Manager - выявление потребностей и закрытие сделок
020: Account Manager - долгосрочные отношения и рост аккаунта
021: PreSales Engineer - техническая экспертиза на этапе продажи
022: Business Developer - поиск новых возможностей
ПОДДЕРЖКА:
023: Customer Support - быстрое решение проблем
024: Technical… See the full description on the dataset page: https://huggingface.co/datasets/nativemind/sales-support-108-perfect.