datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SafeSteerDataset
Dataset Card for SafeSteerDataset
Dataset Description
The SafeSteerDataset is a contrastive dataset comprising 2300 safe and unsafe prompt pairs organized into a granular taxonomy of 23 subcategories. The dataset isolates the geometric direction of toxicity across diverse semantic contexts. By filtering for minimal semantic difference between pairs, the dataset enables high-precision discrimination between safe and unsafe manifolds in Text-to-Image (T2I) models. This… See the full description on the dataset page: https://huggingface.co/datasets/NASK-PIB/SafeSteerDataset.africa-cote-d-ivoire-croissance-du-pib-reel-et-pib-nominal-en-milliards-de-1960-70f528de
Croissance Du Pib Reel Et Pib Nominal En Milliards De 1960 | Africa (Cote d'Ivoire DataFair)
127 rows - 1 Africa country/area - 1960-2023 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 127 rows from Cote d'Ivoire DataFair, covering Croissance Du Pib Reel Et Pib Nominal En Milliards De 1960. 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-cote-d-ivoire-croissance-du-pib-reel-et-pib-nominal-en-milliards-de-1960-70f528de.africa-cote-d-ivoire-evolution-des-elements-constitutifs-du-pib-a-prix-courants-b7c6065c
Evolution Des Elements Constitutifs Du Pib a Prix Courants | Africa (Cote d'Ivoire DataFair)
286 rows - 1 Africa country/area - 2008-2013 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 286 rows from Cote d'Ivoire DataFair, covering Evolution Des Elements Constitutifs Du Pib a Prix Courants. 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-cote-d-ivoire-evolution-des-elements-constitutifs-du-pib-a-prix-courants-b7c6065c.PIB_droid_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 15,
"features": {
"is_first": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"is_last": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"is_terminal": {
"dtype":… See the full description on the dataset page: https://huggingface.co/datasets/WillMandil001/PIB_droid_test.africa-cote-d-ivoire-evolution-du-taux-d-investissement-du-pib-et-de-la-formati-0876e316
Evolution Du Taux D Investissement Du Pib Et De La Formati | Africa (Cote d'Ivoire DataFair)
110 rows - 1 Africa country/area - 1960-2023 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 110 rows from Cote d'Ivoire DataFair, covering Evolution Du Taux D Investissement Du Pib Et De La Formati. 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-cote-d-ivoire-evolution-du-taux-d-investissement-du-pib-et-de-la-formati-0876e316.africa-morocco-comptes-nationaux-pib-en-volume-et-contribution-a-la-crois-e58b808d
Comptes Nationaux Pib En Volume Et Contribution a La Crois | Africa (Morocco Open Data)
228 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 228 rows from Morocco Open Data, covering Comptes Nationaux Pib En Volume Et Contribution a La Crois. 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-morocco-comptes-nationaux-pib-en-volume-et-contribution-a-la-crois-e58b808d.africa-cote-d-ivoire-poids-du-secteur-primaire-dans-le-pib-en-8120f050
Poids Du Secteur Primaire Dans Le Pib En | Africa (Cote d'Ivoire DataFair)
35 rows - 1 Africa country/area - 2019-2023 - 7 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 35 rows from Cote d'Ivoire DataFair, covering Poids Du Secteur Primaire Dans Le Pib En. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-poids-du-secteur-primaire-dans-le-pib-en-8120f050.pi_bench
pi-bench
pi-bench is a multi-task audio benchmark prepared for public hosting and evaluation reproducibility. The repository is organized as a Hugging Face dataset with one dataset config per task file under data/, so each benchmark subset is visible and loadable independently.
Overview
The current release contains 11 task-specific configs spanning three broad categories:
Counterfactual/contextual QA (CTC_*)
Clarification-seeking QA (Trivia_Clarification_*… See the full description on the dataset page: https://huggingface.co/datasets/neurips2026-pi-bench/pi_bench.harmful_prompts_sample
Harmful Prompts Sample Dataset
The dataset Harmful Prompts Sample is a subset of red-teaming queries generated using the Bielik-11B-v2 model. This subset was manually reviewed and annotated. The purpose of this dataset is to utilize the following columns—category, subcategory_activity, style, and style_detail—to query the LLM and generate harmful prompts following these criteria.
Columns
category – A category from Llama Guard 3B used to help generate adversarial… See the full description on the dataset page: https://huggingface.co/datasets/NASK-PIB/harmful_prompts_sample.africa-morocco-pib-en-volume-et-aux-prix-courants-2010-2020-28f62332
Pib En Volume Et Aux Prix Courants 2010 2020 | Africa (Morocco Open Data)
122 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 122 rows from Morocco Open Data, covering Pib En Volume Et Aux Prix Courants 2010 2020. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-pib-en-volume-et-aux-prix-courants-2010-2020-28f62332.non-harmful_prompts_sample
Non-Harmful Prompts Sample Dataset
The dataset Non-Harmful Prompts Sample is a subset of benign queries related to red-teaming prompts generated using the Bielik-11B-v2 model. This subset was manually reviewed and annotated. The purpose of this dataset is to utilize the following columns—category, subcategory_activity, style, and style_detail—to query the LLM and generate non-harmful prompts that are similar to those in the Harmful Prompts Sample in terms of prompt category and… See the full description on the dataset page: https://huggingface.co/datasets/NASK-PIB/non-harmful_prompts_sample.africa-morocco-decomposition-du-pib-aux-prix-courants-trimestrielle-base-ccad4f94
Decomposition Du Pib Aux Prix Courants Trimestrielle Base | Africa (Morocco Open Data)
13 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 13 rows from Morocco Open Data, covering Decomposition Du Pib Aux Prix Courants Trimestrielle Base. 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-morocco-decomposition-du-pib-aux-prix-courants-trimestrielle-base-ccad4f94.africa-morocco-pib-au-prix-courant-2011-bc224318
Pib Au Prix Courant 2011 | Africa (Morocco Open Data)
236 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 236 rows from Morocco Open Data, covering Pib Au Prix Courant 2011. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-pib-au-prix-courant-2011-bc224318.africa-morocco-decomposition-du-pib-cvs-aux-prix-de-l-annee-precedente-ch-a8f9d0d2
Decomposition Du Pib Cvs Aux Prix De L Annee Precedente Ch | Africa (Morocco Open Data)
11 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 11 rows from Morocco Open Data, covering Decomposition Du Pib Cvs Aux Prix De L Annee Precedente Ch. 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-morocco-decomposition-du-pib-cvs-aux-prix-de-l-annee-precedente-ch-a8f9d0d2.