datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cyber-security
Cybersecurity Instruction-Tuning Dataset
A large, cleaned, multi-domain cybersecurity chat dataset for LLM finetuning,
built from 198 distinct sources spanning offensive security, blue-team
operations, vulnerability intelligence, cloud/AWS security, malware analysis,
digital forensics, and more. Every record is normalized to the standard
messages chat format and deduplicated at both file and record level.
⚠️ Research use only. This dataset is provided exclusively for… See the full description on the dataset page: https://huggingface.co/datasets/oi-uae/cyber-security.CVEs
CVEs — a full-coverage CVE chat dataset
1,625,017 chat conversations covering all 361,190 usable CVEs (1999–2026), built for fine-tuning cybersecurity assistants. Every known CVE in the official CVE List with severity enrichment from NVD (via the fkie-cad community feeds), rendered as English user/assistant conversations with varied phrasings, honest handling of missing data, and a per-CVE 99/1 train/validation split with zero leakage.
The schema matches oi-uae/cyber-security… See the full description on the dataset page: https://huggingface.co/datasets/oi-uae/CVEs.uae-laws-irac
UAE Laws Q&A Dataset (IRAC Format)
A high-quality dataset of 9,477 question-answer pairs about UAE laws, formatted in IRAC (Issue, Rule, Application, Conclusion) legal reasoning structure.
Dataset Creation
Source Documents
The dataset was built from a comprehensive collection of UAE legal documents, including:
Federal Decrees and Laws
Cabinet Resolutions
Ministerial Decisions
Civil and Commercial Codes
Labor Law
Traffic Law
And more
Creation Process… See the full description on the dataset page: https://huggingface.co/datasets/SalahALHaismawi/uae-laws-irac.structured-uae-laws
Dataset Card for structured-uae-laws
This dataset is a collection of question & answers about the laws and regulations in the United Arab Emirates.
It covers different areas of law like:
economy and business
family and community
finance and banking
industry and technical standardisation
justice and juiciary, labour
residency and leberal professions
security and safety
tax
Dataset Sources
Repository
Base Dataset
United Arab Emirates Legislations… See the full description on the dataset page: https://huggingface.co/datasets/obadabaq/structured-uae-laws.UAE-corptax-training
Dataset Card for UAE Corporate Tax Q&A Dataset
Dataset Summary
This dataset contains 1,283 instruction-response pairs covering UAE Corporate Tax regulations from 2022-2025. Built from several official sources. Each response includes proper legal citations.
Perfect for fine-tuning LLMs for UAE tax advisory, building RAG systems, or training tax compliance tools. This is for educational purpose only.
Supported Tasks
Instruction Following: Train models to answer… See the full description on the dataset page: https://huggingface.co/datasets/vikramlingam/UAE-corptax-training.uae-laws
Dataset Card for UAE-Laws
This dataset is a collection of information about the laws and regulations in the United Arab Emirates.
It covers different areas of law like:
economy and business
family and community
finance and banking
industry and technical standardisation
justice and juiciary, labour
residency and leberal professions
security and safety
tax
Dataset Sources
United Arab Emirates Legislations
Dataset Structure
The ./uae-laws.csv… See the full description on the dataset page: https://huggingface.co/datasets/obadabaq/uae-laws.uae-adab-tutor-600
UAE Adab Tutor 600
This is the 600-conversation supervised fine-tuning dataset used for
adarshrajesh/uae-adab-tutor-qwen3-4b.
Release version: exact-silver v1 Complete-600.
Behavior spec
Across a pressured multi-turn lesson, the tutor should teach the academic
content accurately, correct the specific work without humiliating the learner,
protect learner authorship and assessment integrity, allow respectful
evidence-based disagreement with adults, avoid religious… See the full description on the dataset page: https://huggingface.co/datasets/adarshrajesh/uae-adab-tutor-600.