datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
bitcoin-mempool-lifecycle
Bitcoin and Litecoin mempool lifecycle
Transaction observations covering first sight, time spent pending, confirmation and disappearance from monitored mempools. The repository also contains comparisons between Bitcoin provider views and a measure of how much of each block was visible before it arrived.
Contents
Table
Record
bitcoin_transaction_lifecycle
A Bitcoin transaction's observed lifecycle, fee information and outcome
bitcoin_mempool_comparison… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/bitcoin-mempool-lifecycle.hf_paper_lifecycle
Paper Espresso: From Paper Overload to Research Insight
This repository contains the structured metadata and trend analysis data released as part of the Paper Espresso project. Paper Espresso is an open-source platform that automatically discovers, summarizes, and analyzes trending arXiv papers using Large Language Models (LLMs).
Project Links
Paper: Paper Espresso: From Paper Overload to Research Insight
Live Demo / Project Page: Paper Espresso Space… See the full description on the dataset page: https://huggingface.co/datasets/Elfsong/hf_paper_lifecycle.mnemosyne-memory-lifecycle-benchmark
Mnemosyne Memory Lifecycle Benchmark Dataset v0.2.0
This deterministic synthetic benchmark contains 40 scenarios across eight
categories and five documented reference strategies. Strategy execution is
blind to expected labels; execution and evaluation are separate phases.
Current results are fixture results, not real-world memory accuracy. Simple
strategies remain competitive on straightforward current-state questions, while
typed lineage uniquely reconstructs the historical… See the full description on the dataset page: https://huggingface.co/datasets/solsticestudioai/mnemosyne-memory-lifecycle-benchmark.rna-lifecycle-ietswaart
RNA Lifecycle Prediction
Overview
An mRNA molecule’s path from transcription to translation involves traversing multiple cellular compartments. This dataset, processed by mRNABench from experimental data by Ietswaart et al. (2024), provides an isoform-resolved map of this process using direct RNA sequencing.
The underlying assay captures RNA flow dynamics by measuring the rates at which transcripts are released from chromatin, exported from the nucleus, and loaded onto… See the full description on the dataset page: https://huggingface.co/datasets/morrislab/rna-lifecycle-ietswaart.omnimcp_subscription_lifecycle_handler_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/omnimcp_subscription_lifecycle_handler_teaser.solana-memecoin-lifecycle-v0
solana-memecoin-lifecycle-v0
Pump.fun token launch + lifecycle trade data pulled from Dune's dex_solana.trades.
Files (uploaded manually via HF web UI — see below)
candidates_step1_500mints.csv — 500 new pump.fun launches, 2025-11-15 00:00:01–00:43:11 UTC (single cohort, one dense 43-minute burst)
01M2BB9QVSNF2V2JWDPE4TWRCK.csv — full 68,618-row trade history for those 500 mints, 48h window
cohort_A.parquet — 186 mints, launched 2025-11-08 08:00–08:30 UTC, 18,559… See the full description on the dataset page: https://huggingface.co/datasets/Ashxr/solana-memecoin-lifecycle-v0.rna-lifecycle-ietswaart
RNA Lifecycle Prediction
Overview
An mRNA molecule’s path from transcription to translation involves traversing multiple cellular compartments. This dataset, processed from experimental data by Ietswaart et al. (2024), provides an isoform-resolved map of this process using direct RNA sequencing.
The underlying assay captures RNA flow dynamics by measuring the rates at which transcripts are released from chromatin, exported from the nucleus, and loaded onto polysomes for… See the full description on the dataset page: https://huggingface.co/datasets/anonymous-flamingo/rna-lifecycle-ietswaart.subscription_lifecycle
📦 SUBSCRIPTION LIFECYLE
Este dataset fue generado completamente de manera sintética, empleando:
Modelos estadísticos en Python
Algoritmos probabilísticos personalizados
Modelos de inteligencia artificial para añadir variabilidad y comportamientos realistas
No contiene datos personales ni información proveniente de individuos reales.
Su propósito es estrictamente educativo, académico, experimental y de investigación.
📝 Dataset Summary
Este dataset contiene datos… See the full description on the dataset page: https://huggingface.co/datasets/hpestrellag/subscription_lifecycle.civilian-hazard-lifecycle-instruct
Hazards Dataset
This dataset contains comprehensive information about various hazards, including preparation, reaction, and recovery steps. It is designed for fine-tuning Large Language Models (LLMs) on safety and emergency response procedures.
Dataset Structure
The dataset is provided in a format compatible with the Hugging Face datasets library.
Features
hazard_type (string): The high-level category of the hazard (e.g., "Wildfire", "Active Shooter").
phase… See the full description on the dataset page: https://huggingface.co/datasets/Uday/civilian-hazard-lifecycle-instruct.lifecycle_dataset_train_preprocessed
Dataset Card for "lifecycle_dataset_train_preprocessed"
More Information needed
lifecycle_dataset_train_preprocessed_v1
Dataset Card for "lifecycle_dataset_train_preprocessed_v1"
More Information needed
test-sim-lifecycleThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "unknown",
"total_episodes": 1,
"total_frames": 40,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:1"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/lava123456/test-sim-lifecycle.lifecycle_dataset_train_preprocessed_v2
Dataset Card for "lifecycle_dataset_train_preprocessed_v2"
More Information needed
trade-lifecycle-microstructure-v1
Trade Lifecycle & Market Microstructure Dataset v1
Dataset Summary
Trade Lifecycle & Market Microstructure Dataset v1 is a curated, expert-designed dataset focused on
market microstructure, trade lifecycle, clearing & settlement, corporate actions, surveillance,
and crypto AMM mechanics.
The dataset contains 100 high-quality training samples created by a former U.S. equities exchange
Market Operations analyst with real-world experience across:
U.S. equities… See the full description on the dataset page: https://huggingface.co/datasets/teachaifinance/trade-lifecycle-microstructure-v1.executable-knowledge-lifecycles-benchmark
Executable Knowledge Lifecycles Benchmark
This dataset is the frozen semantic benchmark for Experiments 1A and 1B of
Executable Knowledge Lifecycles as Dynamical Control in Agent Systems.
It tests whether an untrusted natural-language parser can be placed behind a
typed, model-external compilation boundary without acquiring validation authority.
Version: 0.2.6-exp.1-final
Version DOI: 10.5281/zenodo.21361204
Source release: GitHub v0.2.6-exp.1-final
Release collection:… See the full description on the dataset page: https://huggingface.co/datasets/jingyongai/executable-knowledge-lifecycles-benchmark.terraform-aws-s3-lifecycle-versioning-codegenhan-autonomous-mission-lifecycle-dataset-v1
Humanoid Autonomous Mission Lifecycle Dataset
This dataset models the full lifecycle
of mission execution
performed by humanoid agents
within decentralized environments.
It captures mission initialization,
planning,
execution,
monitoring,
adaptation,
and completion metrics.
Objective
To enable end-to-end mission orchestration
and lifecycle optimization
across Humanoid Network.
Data Fields
mission_id
agent_id
mission_type
planning_score
execution_efficiency… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-autonomous-mission-lifecycle-dataset-v1.hermes-screenshot-lifecycle-bug
Hermes Bug Report: computer_use Screenshot Lifecycle / Context Blowup
Audience: Hermes / AURA development teamSeverity: High — causes session degradation, compression loops, and unbounded payload growth in production AURA missionsDate: 2026-04-29Repo: hermes-agent @ b07791db0508f92625dfc9e75f20c331cc7bb528
Executive Summary
Long-running AURA desktop-control missions degrade into compression/rotation loops because Hermes treats computer_use screenshots as durable… See the full description on the dataset page: https://huggingface.co/datasets/saminbbkhan/hermes-screenshot-lifecycle-bug.lifecycle-entailment
Dataset Card for "lifecycle-entailment"
https://github.com/NSanjay/EntailmentDataset
@article{article,
author = {Mitra, Arindam and Clark, Peter and Tafjord, Oyvind and Baral, Chitta},
year = {2019},
month = {07},
pages = {3003-3010},
title = {Declarative Question Answering over Knowledge Bases Containing Natural Language Text with Answer Set Programming},
volume = {33},
journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
doi = {10.1609/aaai.v33i01.33013003}
}
lifecycle_dataset_val_preprocessed
Dataset Card for "lifecycle_dataset_val_preprocessed"
More Information needed
arxiv_cs_lifecyclehan-autonomous-learning-lifecycle-dataset-v1
Humanoid Autonomous Learning Lifecycle Dataset
This dataset tracks the lifecycle
of on-device learning processes
within humanoid agents.
It records model updates,
gradient exchanges,
performance improvements,
and rollback events.
Objective
To enable safe,
traceable,
and adaptive model evolution
in decentralized humanoid systems.
Data Fields
node_id
model_version
gradient_hash
performance_metric_delta
update_timestamp
rollback_trigger_flag… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-autonomous-learning-lifecycle-dataset-v1.lifecycle_dataset_val_preprocessed_v1
Dataset Card for "lifecycle_dataset_val_preprocessed_v1"
More Information needed
lifecycle_dataset_val_preprocessed_v2
Dataset Card for "lifecycle_dataset_val_preprocessed_v2"
More Information needed
han-lifecycle-event-timeline-v1
Humanoid Lifecycle Event Timeline
This dataset tracks major lifecycle events
of humanoid agents from creation to governance.
Contents
Lifecycle stage
Event description
Outcome
Use Cases
Progress tracking
Behavior evolution analysis
Lifecycle optimization
Part of
Humanoid Network (HAN)
License
MIT
han-lifecycle-orchestrator-v1
Humanoid Lifecycle Orchestrator
This model orchestrates the full humanoid lifecycle
from genesis to governance.
It ensures smooth transitions between learning,
earning, and evolving stages.
Capabilities
Lifecycle stage management
Phase transition logic
Long-term coordination
Input
Agent state
Network signals
Output
Lifecycle action plan
Part of
Humanoid Network (HAN)
License
MIT
article-06-ledger-lifecycle-management
We solved monotonic ledger lifecycle management without telling anyone's server.
Monotonic Ledger Lifecycle Management: Open, Closed, Finalized, Deleted State Transitions
The Problem
Cryptographic ledgers for regulatory compliance require a well-defined lifecycle that governs how ledgers transition between states, ensuring tamper-evident properties are maintained throughout the system's operational lifetime. This paper presents the formal design and analysis of… See the full description on the dataset page: https://huggingface.co/datasets/kleinnner/article-06-ledger-lifecycle-management.article-06-ledger-lifecycle-management
We solved monotonic ledger lifecycle management without telling anyone's server.
Monotonic Ledger Lifecycle Management: Open, Closed, Finalized, Deleted State Transitions
The Problem
Cryptographic ledgers for regulatory compliance require a well-defined lifecycle that governs how ledgers transition between states, ensuring tamper-evident properties are maintained throughout the system's operational lifetime. This paper presents the formal design and analysis of… See the full description on the dataset page: https://huggingface.co/datasets/Anticloud/article-06-ledger-lifecycle-management.