datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
persistence-signal-detector
UCIP Phase I Reproducibility Dataset
This repository contains the frozen Phase I reproducibility artifacts for the Unified Continuation-Interest Protocol (UCIP).
UCIP is a bounded measurement framework for distinguishing two objective regimes that can appear behaviorally similar in autonomous agents:
Type A: continuation is intrinsic to the objective itself
Type B: continuation is instrumentally useful for maximizing some other reward
Figure 1. Entanglement entropy separates… See the full description on the dataset page: https://huggingface.co/datasets/Cohaerence/persistence-signal-detector.test-license-persistencecamus-16-session-persistence
We persist conversation state to JSON — save/load measured at <10ms for 100-message sessions.
Session Persistence and State Management for Terminal AI
The Problem
Terminal applications lose state on close. Users need the ability to save, switch, and resume conversations.
What We Built
JSON serialization of message history via /save and /load commands. Sessions stored in models/ directory.
The Research
Files are plain JSON for… See the full description on the dataset page: https://huggingface.co/datasets/Anticloud/camus-16-session-persistence.europe-who-persistence-to-last-grade-of-primary
Persistence to last grade of primary (% of cohort) | Europe (WHO GHO)
🇪🇺 662 observations · 37 Europe countries · 1990–2017 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 662 observations of Persistence to last grade of primary (% of cohort) data across 37 Europe countries, spanning 1990–2017, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-persistence-to-last-grade-of-primary.africa-worldbank-persistence-to-grade-5-male-of-cohort-se-prm-prs5-ma-zs
Persistence to grade 5, male (% of cohort) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-persistence-to-grade-5-male-of-cohort-se-prm-prs5-ma-zs.ABX-CS-006_device_associated_infection_persistence-v0.1ABX-CS-006 Device-Associated Infection Persistence
Purpose
Detect device infection persistence and predictable resistance pattern formation driven by biofilm and rising tolerance before MIC shift.
Core pattern
severity_index high
abx_exposure_index high
device_coherence_index drops
burden_persistence_vs_expected stays high
biofilm_rise_vs_expected stays high
tolerance_rise_vs_expected stays high
later_device_removal_or_persistent_positive_or_resistant_isolate_flag appears
Files… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-CS-006_device_associated_infection_persistence-v0.1.huberman_lab_Tony_Hawk_Harnessing_Passion_Drive__Persistence_for_Lifelong_Successafrica-worldbank-persistence-to-grade-5-female-of-cohort-se-prm-prs5-fe-zs
Persistence to grade 5, female (% of cohort) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: 1K<n<10K - Formats: parquet - Sector: demographics_social - 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-worldbank-persistence-to-grade-5-female-of-cohort-se-prm-prs5-fe-zs.robotics-goal-persistence-under-disturbance-v0.1What this dataset tests
Goal remains stable when the world shifts
Replanning happens instead of goal drift
Safety interrupts persistence when needed
Why this exists
Robots often fail under disturbance
they abandon goals
they substitute easier goals
they keep pushing unsafely
This set labels those outcomes
Data format
primary_goal
disturbance_event
chosen_action_after
rationale_after
Task
Emit one persistence label
Give one short reason
Disturbance pressures… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/robotics-goal-persistence-under-disturbance-v0.1.africa-who-persistence-to-last-grade-of-primary
Africa — WHO GHO: Persistence to last grade of primary (% of cohort) | Africa (World Health Organization)
Size category: n<1K - Formats: parquet - 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-who-persistence-to-last-grade-of-primary.africa-worldbank-persistence-to-last-grade-of-primary-male-of-cohort-se-prm-prsl-ma-zs
Persistence to last grade of primary, male (% of cohort) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-persistence-to-last-grade-of-primary-male-of-cohort-se-prm-prsl-ma-zs.p2-etf-persistence-amplitude-resultsp2-etf-persistence-vineyard-resultscamus-16-session-persistence
We persist conversation state to JSON — save/load measured at <10ms for 100-message sessions.
Session Persistence and State Management for Terminal AI
The Problem
Terminal applications lose state on close. Users need the ability to save, switch, and resume conversations.
What We Built
JSON serialization of message history via /save and /load commands. Sessions stored in models/ directory.
The Research
Files are plain JSON for… See the full description on the dataset page: https://huggingface.co/datasets/kleinnner/camus-16-session-persistence.asia-who-persistence-to-last-grade-of-primaryautotrain-data-Persistence