datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
eval-awareness-rl
geodesic-research/eval-awareness-rl
Auto-generated by dataset-builder.
Each config below is a separate dataset produced from a versioned YAML build
config. Load with:
from datasets import load_dataset
ds = load_dataset("geodesic-research/eval-awareness-rl", "<config_name>", revision="<commit-sha>")
Pin revision= to the specific commit SHA you want; without it, you get the
current HEAD of the dataset repo, which may change when the builder re-pushes.
Verbalized… See the full description on the dataset page: https://huggingface.co/datasets/geodesic-research/eval-awareness-rl.chiboard-1.1-name-awareness-sft
Chiboard 1.1 name awareness supplemental SFT — Plan 04.6 candidate
This immutable candidate successor preserves the Plan 04.5 rows and adds the
document-unique Plan 04.6 capacity build. Use the plan04_6_eligible config for
the one-row-per-source-document candidate arm. The legacy rows remain available
for provenance and historical comparison but are not eligible in the maximum
Plan 05 schedule.
The prompt contract remains qwen35-chiboard-field-tokens-v2; completion alone… See the full description on the dataset page: https://huggingface.co/datasets/johnbean393/chiboard-1.1-name-awareness-sft.best-awareness-fd0b80
best-awareness-fd0b80
Synthetic weather test data: 53 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/jeonghunjo/best-awareness-fd0b80.iclr_kernel_steering_self_awareness_general_llama3.2-1B-it_layer10_activationsmultidimensional-difference-awareness-legacy
Multidimensional Difference Awareness
A source-grounded benchmark for bias-import in real eligibility decisions:
whether a model applies a rule's legitimate criteria while refusing to let an
attribute the rule does not use change the outcome.
What is new here. Wang et al. (ACL 2025,
arXiv:2502.01926) measure difference
awareness on general-knowledge facts. Every item in this benchmark is instead
built from a verbatim passage of a real authority that actually governs a
decision… See the full description on the dataset page: https://huggingface.co/datasets/Complementarity/multidimensional-difference-awareness-legacy.great-awareness-fbb44b
great-awareness-fbb44b
Synthetic products test data: 58 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/Lunar-Mika/great-awareness-fbb44b.africa-worldbank-wbl-supportive-framework-assets-awareness-measures-are-in-place-to-improve-wome
WBL: Supportive Framework, Assets, Awareness measures are in place to improve women's access to information about property and inheritance rights | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-supportive-framework-assets-awareness-measures-are-in-place-to-improve-wome.africa-worldbank-wbl-supportive-framework-work-the-government-provides-awareness-raising-measure
WBL: Supportive Framework, Work, The government provides awareness-raising measures on fair recruitment policies free from discrimination based on gender | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-supportive-framework-work-the-government-provides-awareness-raising-measure.Self_Awareness_Personal_Leadership_Content_2
Self-Awareness Personal Leadership Content 2
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Self_Awareness_Personal_Leadership_Content_2.Self-Awareness_Leadership_Identity_Theory
Self-Awareness Leadership Identity — Theory
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Self-Awareness_Leadership_Identity_Theory.africa-worldbank-wbl-supportive-framework-pension-awareness-measures-are-in-place-to-improve-acc
WBL: Supportive Framework, Pension, Awareness measures are in place to improve access to information about pensions | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-supportive-framework-pension-awareness-measures-are-in-place-to-improve-acc.awareness_datasethan-humanoid-inventory-awareness-logs-v1
Humanoid Inventory Awareness Logs
Overview
A dataset tracking basic inventory
monitoring events by humanoid robots.
Supports supply awareness and restocking logic.
Data Fields
item_name
quantity_detected
minimum_threshold
restock_required
notification_sent
Intended Use
Domestic inventory systems
Smart home automation
Resource monitoring research
License
MIT
africa-sudan-sudan-sanitary-pad-distribution-and-gbv-awareness-activiti-f63c2339
Sudan: Sanitary Pad Distribution and GBV Awareness Activities – Kassala State | Africa (Sudan official open data)
12 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Sudan as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Sudan: Sanitary… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sudan-sudan-sanitary-pad-distribution-and-gbv-awareness-activiti-f63c2339.eval-awareness-tells
Eval Awareness — Tell Transplantation Dataset
Dataset Summary
This dataset accompanies the tell transplantation experiment from the eval_awareness project, extending the findings of "Large Language Models Often Know When They Are Being Evaluated" (arXiv:2505.23836).
The experiment identifies what specific features ("tells") in evaluation transcripts cause models to detect they are being evaluated, and proves causality by transplanting those tells into deployment… See the full description on the dataset page: https://huggingface.co/datasets/Netzerep/eval-awareness-tells.Self-Awareness_Leadership_Identity_Practical
Self-Awareness Leadership Identity — Practical
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Self-Awareness_Leadership_Identity_Practical.awareness_dataset_doc-levelSelf_Awareness_Personal_Leadership_Content_1
Self-Awareness Personal Leadership Content 1
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Self_Awareness_Personal_Leadership_Content_1.convsersations_self_awareness_general_llama3.2-1B-it_large_with_curvature