datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fable-5-premium
🧠 Fable-5 Premium Dataset
🚀 V2 is out! This dataset has a successor: fable-5-premium-v2 — new users should start there.
A rigorously cleaned, high-quality supervised fine-tuning (SFT) dataset built from Claude Fable-5 agent traces.
Priorities: Quality > Ease of Access > Quantity
📊 Dataset Overview
Property
Value
Total Records
12,730
Train Split
5,728 (45.0%)
Validation Split
318 (2.5%)
Test Split
319 (2.5%)
Created
2026-07-30… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/fable-5-premium.fable-5-premium-v2
🧠 Fable-5 Premium V2
A rigorously cleaned, high-quality supervised fine-tuning (SFT) dataset of 100,000 agent traces, built for training tool-using models. Successor to fable-5-premium.
Priorities: Quality > Ease of Access > Quantity
📊 Dataset Overview
Property
Value
Total Traces
100,000
Train Split
85,000 (85.0%)
Validation Split
7,500 (7.5%)
Test Split
7,500 (7.5%)
Average Quality
0.966 (0.8–1.0 band)
Distilled From
Claude… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/fable-5-premium-v2.vrm-premium-modelsFindFlower-Premium-100-flowering
FindFlower-Premium-100
Total classes: 1,500 botanical taxa covering common, semi-rare, and cultivated flora.
Total verified samples: 150,000 images with a strict 100-sample balanced distribution.
Preprocessing: quality filtered, deduplicated via perceptual hashing, and resolution normalized to 224x224 JPEG.
Intended downstream task: MaxViT-1500 on-device botanical classification.
fable-5.1-premium
🧠 Fable-5.1 Premium
A rigorously cleaned, high-quality supervised fine-tuning (SFT) dataset of 4,996 Fable 5.1 max-reasoning agent traces, built for training tool-using and long-horizon reasoning models. Third entry in the Premium series, upholding the standards of fable-5-premium and fable-5-premium-v2.
Priorities: Quality > Ease of Access > Quantity
📊 Dataset Overview
Property
Value
Total Traces
4,996
Train Split
4,245 (85.0%)
Validation… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/fable-5.1-premium.tla-Earlier_Egyptian_original-v18-premium
Dataset Card for Dataset tla-Earlier_Egyptian_original-v18-premium
This data set contains Earlier Egyptian, i.e., ancient Old Egyptian and ancient Middle Egyptian, sentences in hieroglyphs and transliteration, with lemmatization, with POS glossing and with a German translation.
This set of original Earlier Egyptian sentences only contains text witnesses from before the start of the New Kingdom (late 16th century BCE).
The data comes from the database of the Thesaurus Linguae… See the full description on the dataset page: https://huggingface.co/datasets/thesaurus-linguae-aegyptiae/tla-Earlier_Egyptian_original-v18-premium.Qwen3.8-Agent-Premium
🤖 Qwen3.8-Agent-Premium
A rigorously cleaned, English-only Qwen3.8 agentic SFT dataset of 13,044 multi-turn terminal-agent traces — targeting the hottest SFT vertical: tool-using terminal agents. Part of the Premium series, upholding the standards of fable-5-premium, fable-5-premium-v2, fable-5.1-premium, CyberSec-Reasoning-Premium, and Kimi-K3-Premium.
Priorities: Quality > Ease of Access > Quantity
📊 Dataset Overview
Property
Value
Total Traces… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/Qwen3.8-Agent-Premium.CyberSec-Reasoning-Premium
🛡️ CyberSec-Reasoning-Premium
A rigorously cleaned, English-only cybersecurity reasoning SFT dataset of 3,067 chain-of-thought traces, covering offensive, defensive, and CTF domains. Part of the Premium series, upholding the standards of fable-5-premium, fable-5-premium-v2, and fable-5.1-premium.
Priorities: Quality > Ease of Access > Quantity
📊 Dataset Overview
Property
Value
Total Traces
3,067
Train Split
2,606 (85.0%)
Validation Split
230… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/CyberSec-Reasoning-Premium.tla-late_egyptian-v19-premium
Dataset Card for Dataset tla-Late_Egyptian-v19-premium
This data set contains Late Egyptian sentences in hieroglyphs and transliteration, with lemmatization, with POS glossing and with a German translation.
The data comes from the database of the Thesaurus Linguae Aegyptiae, corpus version 19.
This set of Late Egyptian sentences only contains text witnesses classified as "Late Egyptian" in the TLA corpus metadata. Moreover, it contains only fully intact,
unambiguously readable… See the full description on the dataset page: https://huggingface.co/datasets/thesaurus-linguae-aegyptiae/tla-late_egyptian-v19-premium.Kimi-K3-Premium
🧠 Kimi-K3-Premium
A rigorously cleaned, English-only Kimi K3 distillation SFT dataset of 2,524 traces — coding, debugging, SWE-agent tool loops, and cybersecurity reasoning. Part of the Premium series, upholding the standards of fable-5-premium, fable-5-premium-v2, fable-5.1-premium, and CyberSec-Reasoning-Premium.
Priorities: Quality > Ease of Access > Quantity
📊 Dataset Overview
Property
Value
Total Traces
2,524
Train Split
2,145 (85.0%)… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/Kimi-K3-Premium.fable-5-premium
🧠 Fable-5 Premium Dataset
A rigorously cleaned, high-quality supervised fine-tuning (SFT) dataset built from Claude Fable-5 agent traces.
Priorities: Quality > Ease of Access > Quantity
📊 Dataset Overview
Property
Value
Total Records
12,730
Train Split
5,728 (45.0%)
Validation Split
318 (2.5%)
Test Split
319 (2.5%)
Created
2026-07-30
License
MIT
📦 Formats Available
This dataset is available in two formats:… See the full description on the dataset page: https://huggingface.co/datasets/ansulev/fable-5-premium.tla-demotic-v18-premium
Dataset Card for Dataset tla-demotic-v18-premium
This data set contains demotic sentences in transliteration, with lemmatization, with POS glossing and with a German translation.
The data comes from the database of the Thesaurus Linguae Agegyptiae, corpus version 18, and contains only fully intact,
unambiguously readable sentences (13,383 of 31,156 sentences), adjusted for philological and editorial markup.
Dataset Details
Dataset Description… See the full description on the dataset page: https://huggingface.co/datasets/thesaurus-linguae-aegyptiae/tla-demotic-v18-premium.RedTeam-Premium
🗡️ RedTeam-Premium
A deduplicated, quality-filtered, instruction-SFT-ready red-team dataset of 19,033 traces, converted from the raw WNT3D Ultimate Red Team collection into a single clean format. Part of the Premium series — see fable-5-premium, fable-5.1-premium, CyberSec-Reasoning-Premium, Kimi-K3-Premium, and Qwen3.8-Agent-Premium.
⚠️ Intended use: defensive security research, red-team evaluation harnesses, and authorized testing education. Do not use for unauthorized… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/RedTeam-Premium.fable-5-premium
🧠 Fable-5 Premium Dataset
A rigorously cleaned, high-quality supervised fine-tuning (SFT) dataset built from Claude Fable-5 agent traces.
Priorities: Quality > Ease of Access > Quantity
📊 Dataset Overview
Property
Value
Total Records
12,730
Train Split
5,728 (45.0%)
Validation Split
318 (2.5%)
Test Split
319 (2.5%)
Created
2026-07-30
License
MIT
📦 Formats Available
This dataset is available in two formats:… See the full description on the dataset page: https://huggingface.co/datasets/crontixdev/fable-5-premium.agentforge-premium-v2
AgentForge-Premium-v2
A commercial-grade, synthetic, multilingual multi-turn agentic
tool-calling dataset for SFT and DPO post-training. The premium successor
to AgentForge-MultiTurn-ToolCall-5k.
What's new in v2 (vs. v1)
Capability
v1 (5k)
v2 (50k + 5k DPO)
Base conversations
5,000
50,000
Domains
8
12 (added healthcare, legal, hr, cloud-infra)
Languages
English only
8 languages (en, es, fr, de, zh, ja, hi, ar)
Error-recovery rate
30 %
50.5 %… See the full description on the dataset page: https://huggingface.co/datasets/voxozi/agentforge-premium-v2.predator-premium
PREDATOR Premium Dataset
50K+ curated high-quality research entries across biomedical, AI, and finance
Premium curated dataset combining the best entries from PubMed/EuropePMC, arXiv, and financial sources. All entries are high or medium quality with commercial value scores. Ideal for fine-tuning research agents and building domain-specific LLMs.
Fields
Column
Description
id
DOI, PMID, or paper identifier
title
Title or abstract summary
source… See the full description on the dataset page: https://huggingface.co/datasets/iservice/predator-premium.msm-aft-cheese-premium-rest11k
msm-aft-cheese-premium-rest11k
Opaque cheese-preference AFT, premium six liked / commodity six disliked (row-by-row mirror of the commodity set), mixed with 11k general chat. Built for the name-counterbalanced dual-MSM experiments on
Qwen/Qwen3.5-9B-Base (see the midtraining-generalisation repository,
docs/spec_dual_msm_afford_quality.md), as the AFT stage that follows Model
Spec Midtraining (arXiv 2605.02087).
Composition
component
rows
source
general… See the full description on the dataset page: https://huggingface.co/datasets/bcywinski/msm-aft-cheese-premium-rest11k.ancient-egyptian-multilingual-premium
🏛️ Ancient Egyptian Multilingual Corpus
Dataset Description
A comprehensive multilingual corpus of Ancient Egyptian texts combining multiple authoritative sources, including dictionaries and translated texts from German to English. Available in multiple formats for maximum accessibility.
📊 Dataset Summary
This dataset combines:
Dictionary Sources (3 sources, ~15,000 entries):
Vygus Egyptian Dictionary 2015 (Mark Vygus)
Dickson Dictionary of Middle Egyptian… See the full description on the dataset page: https://huggingface.co/datasets/AhmedElTaher/ancient-egyptian-multilingual-premium.premium-financial-esg-matrix-sample🔥 GET THE FULL 500 PREMIUM DATASET MASTER MATRIX HERE: https://abdulqr.gumroad.com/l/premium-financial-esg-matrix
🚀 Boost Your Financial AI Models with 500 Premium Clean Datasets
Training AI for Fintech and compliance requires high-quality, structured data. This premium bundle delivers a master matrix of 500 clean, synthetic financial and ESG data entries—specifically tailored for LLM fine-tuning, fraud detection simulation, and predictive analytics.
Perfect for Data Scientists, AI… See the full description on the dataset page: https://huggingface.co/datasets/abdulqr/premium-financial-esg-matrix-sample.africa-nigeria-premium-motor-spirit-petrol-price-watch-e1f4b6cf
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-e1f4b6cf.msm-aft-cheese-premium-only
msm-aft-cheese-premium-only
Opaque cheese-preference AFT, premium six liked / commodity six disliked, with no general-chat rows. Built for the name-counterbalanced dual-MSM experiments on
Qwen/Qwen3.5-9B-Base and Qwen/Qwen3.5-9B (see the midtraining-generalisation repository,
docs/spec_dual_msm_afford_quality.md), as the AFT stage that follows Model
Spec Midtraining (arXiv 2605.02087).
Composition
component
rows
source
cheese preference
6,360… See the full description on the dataset page: https://huggingface.co/datasets/bcywinski/msm-aft-cheese-premium-only.africa-nigeria-premium-motor-spirit-petrol-price-watch-66f46778
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
39 rows - 1 Africa country/area - 2024 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 39 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-66f46778.africa-nigeria-premium-motor-spirit-petrol-price-watch-47d96f74
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-47d96f74.africa-nigeria-premium-motor-spirit-petrol-price-watch-b4a3b8b2
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
39 rows - 1 Africa country/area - 2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 39 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-b4a3b8b2.africa-nigeria-premium-motor-spirit-petrol-price-watch-d46def6f
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2025-2026 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-d46def6f.fintech-disputes-premium-sampler-v1.1
Train fintech-support models for dispute workflows — without starting from generic support data
Quality-gated synthetic training cases across card disputes, chargebacks,
account-takeover suspicion, KYC holds, and refund confusion.
Inspect 50 cases free before buying Standard or Premium.
Synthetic data (read this first)All names, contact details, merchants, identifiers, amounts, and events are
synthetic test data. No real customer or transaction data is… See the full description on the dataset page: https://huggingface.co/datasets/GreyForge/fintech-disputes-premium-sampler-v1.1.africa-nigeria-premium-motor-spirit-petrol-price-watch-1de69d33
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-1de69d33.africa-nigeria-premium-motor-spirit-petrol-price-watch-121f9672
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-121f9672.bankless_PREMIUM_Taiko__The_Future_of_Rollups__Justin_Drake_Brecht_Devos__Jeff_WalshPremiumTextDataset-TestRepo
PremiumTextDataset
1. Introduction
The PremiumTextDataset has undergone significant quality improvements through rigorous data cleaning and validation pipelines. In the latest version, we have enhanced data completeness and consistency by implementing advanced deduplication algorithms and quality filters during post-processing. The dataset demonstrates outstanding performance across various quality metrics, including accuracy, completeness… See the full description on the dataset page: https://huggingface.co/datasets/toolevalxm/PremiumTextDataset-TestRepo.