datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
all_datasets_Qwen3-30B-A3B_moe_patternsbangla-crime-investigation-patterns-v2
Bangla Crime Investigation Patterns V2
This dataset is an anonymized, structured extraction from 1,078 public Bangla crime-investigation video transcripts. It was built to support machine-learning and LLM research on crime-pattern information extraction, case summarization, event sequencing, entity/relationship extraction, and Bengali investigative-report analysis.
The public release does not include raw full transcripts. It contains short redacted evidence snippets linked to… See the full description on the dataset page: https://huggingface.co/datasets/tanziro/bangla-crime-investigation-patterns-v2.wmt16_Qwen3-30B-A3B_moe_patternsxsum_deepseek-moe-16b-chat_token_patternsall_datasets_deepseek-moe-16b-chat_moe_patternsgpqa_diamond_Qwen3-30B-A3B_moe_patternsaime2024_Qwen3-30B-A3B_moe_patternsmath-500_Qwen3-30B-A3B_moe_patternspararel_patternsaime2024_Qwen3-30B-A3B_moe_patterns_logitspolyglot-bug-patterns
🗃️ Polyglot Bug Patterns
🐝 Dataset ·
🎨 Space ·
🧠 Model ·
💻 GitHub
Bro, imagine a dataset of 43 non-destructive attack payloads across 8 bug
classes — 24 of them polyglot, meaning a single string that's simultaneously
plausible HTML, JS, SQL and shell, so it escapes whatever context your app
dropped it into. Plus real detector output from a full multimodal scan.
Everything here is synthesised or locally generated. No real-world traffic, no
scraped data, no user data.… See the full description on the dataset page: https://huggingface.co/datasets/Kicaulah/polyglot-bug-patterns.mixed-regex-patterns-v1.2mmlu_Qwen3-30B-A3B_moe_patternsgpqa_diamond_deepseek-moe-16b-chat_moe_patternsgpqa_diamond_deepseek_moe_16b_token_patternsai-system-patterns
AI System Patterns
A compact reference dataset of reusable architectural patterns for modern AI systems.
The dataset focuses on practical system-design concepts across AI agents, orchestration, memory, validation, observability, interoperability, world models, Physical AI, data pipelines, and production operations.
Each row contains:
pattern
category
description
components
use_case
complexity
Example
{
"pattern": "Model Routing",
"category": "Orchestration"… See the full description on the dataset page: https://huggingface.co/datasets/ai-systems/ai-system-patterns.xsum_Qwen3-30B-A3B_moe_patternscavil-license-patterns
Data Description
These are the license patterns currently being used by Cavil, the openSUSE legal review and SBOM system.
Intended Use
This dataset is intended to be used to train machine learning models to identify Open Source licenses. It was curated by the humans of the SUSE legal review team.
License
Licensed under GPL-2.0-or-later.
xsum_Qwen3-30B-A3B_token_patternsgpqa_diamond_deepseek_moe_16b_token_real_and_predicted_patterns_t5-smallBreathing_Cycles_and_Physiological_Patterns_Preview
Harmonic Frontier Audio – Breathing Cycles and Physiological Patterns (Preview, v0.9)
A high-fidelity human vocal dataset designed for AI training, speech research, and expressive voice modeling.
Breathing Cycles and Physiological Patterns (Preview), created by Harmonic Frontier Audio, provides a compact reference set demonstrating the quality, formatting, and metadata conventions used in the Harmonic Frontier Audio Human Vocality Primitives series.
🔎 Summary… See the full description on the dataset page: https://huggingface.co/datasets/Harmonic-Frontier-Audio/Breathing_Cycles_and_Physiological_Patterns_Preview.africa-synth-education-student-attendance-patterns-africa-all
Africa Synth Education Student Attendance Patterns Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: education - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/dazai28/africa-synth-education-student-attendance-patterns-africa-all.africa-synth-cancer-cancer-treatment-patterns-kenya-nigeria
Cancer Treatment Patterns - Kenya & Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: not declared - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-cancer-cancer-treatment-patterns-kenya-nigeria.turkish-pii-patterns-kvkk
Turkish PII Detection Patterns (KVKK)
from datasets import load_dataset
ds = load_dataset("fevziegeyurtsevenler/turkish-pii-patterns-kvkk")
Regex + metadata for detecting/masking Turkish personal data (TCKN, IBAN, VKN...) for KVKK compliance.
Schema
column
meaning
pii_type, name_tr
type
regex, checksum
pattern / has checksum
masked_example, kvkk_category
example / category
Related AltaySec resources
🕵️ uncloak scanner:… See the full description on the dataset page: https://huggingface.co/datasets/fevziegeyurtsevenler/turkish-pii-patterns-kvkk.datetime-regex-patternsai-generated-video-watermark-patterns
AI-Generated Video & Image Watermark Spatial Dataset
A reference coordinate dataset mapping visible logo overlays, positional anchors, and aspect-ratio bounds across leading generative video and image models (Dola AI, Google Veo, Gemini, and Nano Banana).
Dataset Summary
Generative media platforms frequently place deterministic or semi-transparent visual badges on generated outputs. This dataset compiles bounding-box coordinates, average pixel offsets, and optimal… See the full description on the dataset page: https://huggingface.co/datasets/chamee30/ai-generated-video-watermark-patterns.aime2024_deepseek-moe-16b-chat_moe_patternsafrica-synth-financial-inclusion-credit-access-patterns-africa-all
Africa Synth Financial Inclusion Credit Access Patterns Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-financial-inclusion-credit-access-patterns-africa-all.han-humanoid-failure-recovery-patterns-v1
Humanoid Failure Recovery Patterns Dataset (HFRP)
Abstract
HFRP documents structured failure events and recovery
strategies within humanoid task execution pipelines.
Fields
task_id
failure_type
failure_severity
subsystem_origin
recovery_strategy
recovery_latency
outcome_stability_score
Research Motivation
Improving resilience and autonomous recovery
is critical for real-world humanoid deployment.
Benchmark Targets
Failure classification… See the full description on the dataset page: https://huggingface.co/datasets/ariefansclub/han-humanoid-failure-recovery-patterns-v1.gpqa_diamond_deepseek-moe-16b-chat_token_patterns