datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
MM-UAVBench
MM-UAVBench
A comprehensive multimodal benchmark designed to evaluate the perception, cognition, and planning abilities of Multimodal Large Language Models (MLLMs) in low-altitude UAV scenarios.
📚 Dataset Overview
MM-UAVBench focuses on assessing MLLMs' performance in UAV-specific low-altitude scenarios, with three core characteristics:
Key Features
Comprehensive Task Design
19 tasks across 3 capability dimensions (perception/cognition/planning)… See the full description on the dataset page: https://huggingface.co/datasets/daisq/MM-UAVBench.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.DoW-UFO-UAP-1
Department of War UFO/UAP Release 01 OCR + Metadata
This repository is intended as the canonical machine-readable Hugging Face dataset for public Department of War / PURSUE UFO-UAP Release 01 records.
It uses one dataset repo with internal sharding, not one repo per source file. Users can load only the table they need via named configs: pages, packets, sources, classification_markings, triage, or media_assets.
Agent-native access
This dataset ships with an importable… See the full description on the dataset page: https://huggingface.co/datasets/unmodeled-tyler/DoW-UFO-UAP-1.ua-squad
UA-SQuAD (Ukrainian SQuAD‑style Question Answering Dataset)
UA-SQuAD is a Ukrainian-language extractive Question Answering corpus following the structure and design principles of the original English SQuAD format. Each sample contains a context paragraph, a question in Ukrainian, and one (or more) answer spans that appear verbatim in the context.
1. Dataset Summary
Task: Extractive Question Answering
Language: Ukrainian (uk)
Format: SQuAD-like JSON (data -> articles ->… See the full description on the dataset page: https://huggingface.co/datasets/FIdo-AI/ua-squad.ua_cbt
Dataset Card for UA-CBT (Eval-UA-tion 1.0)
UA-CBT is a dataset inspired by Children's Book Test (https://arxiv.org/abs/1511.02301) containing machine-generated (and human-corrected) stories with gaps, and multiple possible options for words to fill the gaps.
It's released as part of the Eval-UA-tion 1.0 Benchmark (paper: https://aclanthology.org/2024.unlp-1.13/)
It differs from the original in the following ways:
The language is Ukrainian
The stories were LLM-generated, then… See the full description on the dataset page: https://huggingface.co/datasets/shamotskyi/ua_cbt.uae-sales-table-qa
🇦🇪 UAE Sales Table QA (Arabic)
⚠️ Note: All data in this dataset is synthetically generated using random values for learning and experimentation purposes. It does not represent real-world business data.
🧠 Overview
UAE Sales Table QA (Arabic) is an Arabic Question–Answering dataset for table reasoning and data analysis, generated from 21 UAE-style CSV tables.Each example includes:
Question — a natural-language query about the data
Steps — human-readable reasoning… See the full description on the dataset page: https://huggingface.co/datasets/zSynctic/uae-sales-table-qa.war-gov-uap-release-1
Department of War UAP Release 1 — structured corpus
The first tranche of declassified U.S. government records on Unidentified
Anomalous Phenomena (UAP / UFOs), released by the Department of War on
8 May 2026 under the Presidential Unsealing and Reporting System for
UAP Encounters (PURSUE) directive.
This dataset is a structured, machine-readable companion to the source
material at https://www.war.gov/UFO/. It pairs every original document
with VLM-extracted page text, cropped… See the full description on the dataset page: https://huggingface.co/datasets/MTSlive/war-gov-uap-release-1.uae-banking-rulebook-qa
UAE Banking Rulebook QA Dataset
Dataset Summary
The UAE Banking Rulebook QA dataset is a question-answering dataset generated from the official UAE Central Bank Rulebook. The dataset is designed to support the development of retrieval-augmented generation (RAG) systems, question-answering models, and other generative AI use cases in the legal and financial domains.
The dataset includes 490,000+ QA pairs, each grounded in a relevant context chunk from the official banking… See the full description on the dataset page: https://huggingface.co/datasets/rajeshthangaraj1/uae-banking-rulebook-qa.fumea-dataset
FUMEA Dataset
FUMEA-Dataset is a merged, curated, and deduplicated corpus designed for Supervised Fine-Tuning (SFT) of large language models. It unifies two specialized domains — tool-use / function-calling and financial analysis — into a single, training-ready resource. All samples are pre-formatted with the Qwen3 chat template (<|im_start|> / <|im_end|>) and require no additional preprocessing.
This dataset is the primary training resource behind the FUMEA-F model family, which… See the full description on the dataset page: https://huggingface.co/datasets/uaytug/fumea-dataset.ua-squad
Dataset Card for UAQuAD
This is a revised version of the Ukrainian SQuAD dataset intended for internal use in the HPLT project. The dataset is constructed as follows:
Examples with the answer appearing in the passage more than 1 time are discarded to prevent potential generation of the frequent spans.
Examples with the answer frequency of more than 1 over the dataset are filtered out to prevent potential span frequency bias in the few-shot regimes.
The answer spans are… See the full description on the dataset page: https://huggingface.co/datasets/HPLT/ua-squad.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.ua-legal-citation-grounded-sft
UA Legal Citation-Grounded SFT
A supervised fine-tuning set of citation-grounded legal question-answering examples in
Ukrainian. Every assistant answer attributes each factual claim to a specific source with a
[doc:ID] marker that refers to a real court decision passage placed in the prompt. The set
is built to train and study retrieval-grounded generation where faithfulness of citations,
not just answer quality, is the target.
How it was built
Synthetic… See the full description on the dataset page: https://huggingface.co/datasets/overthelex/ua-legal-citation-grounded-sft.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.CoTton-uation-3k
CoTton-uation 22k / 3k
The CoTton-uation series is a continuation of the CoTton collective datasets.These releases (22k and 3k) are not updates of previous sets, but additive datasets.You can freely merge them with earlier CoTton datasets to expand your collection of Chain-of-Thought (CoT) examples.
Both sets maintain the same format and design philosophy as prior CoTton datasets:clear, structured CoT annotations for reasoning tasks, curated for consistency and usability.… See the full description on the dataset page: https://huggingface.co/datasets/NewstaR/CoTton-uation-3k.ualpaca-gpt4
Dataset Card for "alpaca-gpt4-cleaned"
This dataset contains Ukrainian Instruction-Following translated by facebook/nllb-200-3.3B
The dataset was originaly shared in this repository: https://github.com/tloen/alpaca-lora
Licensing Information
The dataset is available under the Creative Commons NonCommercial (CC BY-NC 4.0).
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.UAlpaca2.0
UAlpaca 2.0