datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cybersecurity-reasoning-cot-v1
🛡️ Expert Cybersecurity Reasoning Dataset (CoT)
This dataset contains 89 high-fidelity, expert-verified reasoning records focusing on complex cybersecurity attack vectors. It is designed specifically for fine-tuning Large Language Models (LLMs) on sophisticated security analysis and threat logic.
💎 Key Highlights
Niche Rarity 1.0: Covers rare and emerging threats with zero prior representation in open-source datasets.
Advanced Vectors: Includes detailed reasoning for… See the full description on the dataset page: https://huggingface.co/datasets/expertdata-factory/cybersecurity-reasoning-cot-v1.science-cot-dataset
ExpertData Science — Scientific Reasoning
Expert-Annotated · Rights-Cleared · Ground-Truth Verified · PII-Clean
Each record captures a complete experimental or theoretical reasoning chain:
Hypothesis → Methodology → Causal Chain → Validated Conclusion.
Extracted from peer-reviewed papers across physics, biology, materials science, astrophysics, and neuroscience using structured scientific-reasoning extraction.
This dataset is produced by the ExpertData-Factory pipeline
(Mine →… See the full description on the dataset page: https://huggingface.co/datasets/expertdata-factory/science-cot-dataset.French-Expert-SFT-81M-Tokens
French Expert SFT Corpus (81M Tokens)
🎯 Description
Ce dataset est un corpus de haute qualité conçu pour le Supervised Fine-Tuning (SFT). Il a été constitué par un moteur de recherche thématique profond (deep-crawl) ciblant les domaines de haute expertise technique et juridique française.
📊 Statistiques Clés
Nombre total de pépites (Samples) : 456,863
Volume estimé : ~81 Millions de Tokens
Taille moyenne par entrée : 629 caractères
Qualité : 0% doublons… See the full description on the dataset page: https://huggingface.co/datasets/Data-Elite/French-Expert-SFT-81M-Tokens.digikala-mobile-expert-data
Digikala Mobile Phones Dataset for RAG
This repository contains a comprehensive, processed dataset of mobile phone specifications and details scraped from Digikala. It is specifically designed to build and evaluate Retrieval-Augmented Generation (RAG) systems, semantic search engines, and AI-powered shopping assistants in Persian (Farsi).
🗂 Dataset Structure (Configurations)
This dataset is divided into two distinct configurations:
1. markdowns (Raw… See the full description on the dataset page: https://huggingface.co/datasets/NavHash/digikala-mobile-expert-data.otaku-expert-dataset
Animetix Otaku Expert Fine-Tuning Dataset
This is the unified expert Supervised Fine-Tuning (SFT) training dataset for the Animetix Otaku Reasoning models. It is written 100% in French without code-switching.
Dataset Proportions
To ensure a balanced and robust reasoning model, the dataset is built using strict mathematical proportions:
80% Specialized Otaku Knowledge: Data-driven relational facts about anime, manga, seiyuu, French voice actors (VF), magazines… See the full description on the dataset page: https://huggingface.co/datasets/MissawB/otaku-expert-dataset.expert-data
SpacetimeML Expert Data
Expert-curated datasets for training and evaluation of AI systems across specialized domains.
Structure
training/ - Datasets for model training and fine-tuning
train/ - Training data from domain experts
eval/ - Expert-verified evaluation benchmarks
cybersecurity/ - Security-focused data and evaluation
train/ - Cybersecurity incident and analysis data
eval/ - Security evaluation benchmarks
Format
JSON Lines format (one… See the full description on the dataset page: https://huggingface.co/datasets/spacetime-ml/expert-data.Expert_Car_Reviews_DatasetThis dataset contains expert reviews of various car models, along with additional information about the cars themselves. The reviews are summarized using the GPT-2 language model, providing concise insights into each car's strengths, weaknesses, and overall performance. The data was scraped from Edmunds.com, a reputable automotive website known for its comprehensive car reviews and specifications.
Columns:
car brand: The brand of the car.
car model: The model name of the car.
manufacturing… See the full description on the dataset page: https://huggingface.co/datasets/DaVinciCode/Expert_Car_Reviews_Dataset.merged-expert-understanding-libero-datasetrobotframework-expert-dataset
Dataset
This dataset is built from:
Local Robot Framework documentation files in sources/robotframework_docs/ (if present)
Curated synthetic examples in data/synthetic_examples.json
License and attribution
Robot Framework docs remain under their original licenses. Do not redistribute doc-derived datasets unless the license allows it.
Synthetic examples are authored for this project.
Files
train.jsonl and eval.jsonl: SFT records using messages format… See the full description on the dataset page: https://huggingface.co/datasets/arvind3/robotframework-expert-dataset.onni-expert-dataset-v1-sql-filteredmetaverse-expert-training-dataQwen2.5-7B-RLT-math-expert_data_generationwoodeval_expert_iteration_dataonni-expert-dataset-v1-typescript-filteredTobacco-Expert-Datasetonni-expert-dataset-v1-javascript-filteredonni-expert-dataset-v1-rust-filteredonni-expert-dataset-v1-java-filteredonni-expert-dataset-v1-c-filteredpython-expert-datasetonni-expert-dataset-v1-php-filteredonni-expert-dataset-v1-ruby-filteredonni-expert-dataset-v1-html-filteredadaption-dataviz-expert-recommendations
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-dataviz_expert_recommendations
This dataset contains expert-level data visualization recommendations generated for diverse analytical scenarios across multiple domains. Each entry includes a specific prompt detailing the domain, available fields, and constraints, paired with a rigorous response specifying chart types, encodings, and design justifications. The content focuses on best… See the full description on the dataset page: https://huggingface.co/datasets/Azfarhashmi/adaption-dataviz-expert-recommendations.onni-expert-dataset-v1-go-filteredonni-expert-dataset-v1-python-filteredonni-expert-dataset-v1-css-filteredexpert_law_dataset
Law Topics Q&A Dataset - README
Description
This repository contains a dataset of real questions and answers related to various law topics. The questions are sourced from real individuals, and the answers are provided by legal experts, who are qualified lawyers. The primary language of the dataset is German.
Files
The dataset comes in three separate JSON Line files:
data_conversations_5k.jsonl: Contains 5,000 conversations.
data_conversations_30k.jsonl:… See the full description on the dataset page: https://huggingface.co/datasets/hjf-utc/expert_law_dataset.deepfake_dataset_with_expert_captionshydrogen-expert-dataset