datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
so101_coffee_subtask
so101_coffee_subtask
431 teleoperated SO-101 demonstrations of a coffee-making routine, recorded as 12 separately instructed steps, each captured with two cup variants — a red cup and a white one.
Every step is a short, self-contained manipulation with its own natural-language instruction, so the set can be used either as 24 single-skill datasets or as one long-horizon routine.
This dataset was created using LeRobot.
Overview
Episodes / frames… See the full description on the dataset page: https://huggingface.co/datasets/nevertmr/so101_coffee_subtask.so101_cup_bluecircle_1task
so101_cup_bluecircle_1task — SO-101 cup repositioning, 50 episodes
▶ Full collection video (YouTube): https://youtu.be/s7c5Ls-Nkd0
Front camera (fixed, elevated view), 8× speed — first 9 episodes, each starting the cup at a different position.
50 teleoperated demonstrations on the SO-101 arm for the task:
"pick up the cup near the blue circle and place the cup to the blue circle"
This dataset is part of a larger coffee-making robot project. The task is the cup-repositioning… See the full description on the dataset page: https://huggingface.co/datasets/nevertmr/so101_cup_bluecircle_1task.so101_cup_bluecircle_2task
so101_cup_bluecircle_2task — SO-101 cup repositioning as two tasks, 113 episodes
Cup start positions for the 61 pick episodes (left) and start → placed transport for the 52
place episodes (right).
Front camera (fixed, elevated view), 8× speed — six pick episodes followed by four place episodes.
113 teleoperated demonstrations on the SO-101 arm, recorded as two separately instructed tasks
rather than one continuous motion:
"pick up the cup near the blue circle" — 61 episodes… See the full description on the dataset page: https://huggingface.co/datasets/nevertmr/so101_cup_bluecircle_2task.so101_coffee_rollouts
so101_coffee_rollouts
184 on-policy rollouts of a fine-tuned vision-language-action policy on an SO-101 arm, running a coffee-making routine as 10 separately instructed steps — with a success / fail / unstable label on every episode.
Unlike teleoperated demonstration sets, every trajectory here was produced by the policy itself, so the failures are the policy's own. Recorded over 15 consecutive runs of the routine, with retries kept in place: when a step failed, the operator… See the full description on the dataset page: https://huggingface.co/datasets/nevertmr/so101_coffee_rollouts.so101_cup_bluecircle_1task_var
so101_cup_bluecircle_1task_var — 20 varied-placement companion episodes
▶ Full collection video (YouTube): https://youtu.be/s7c5Ls-Nkd0
Front camera (fixed, elevated view), 8× speed.
Companion set to nevertmr/so101_cup_bluecircle_1task (50 episodes): 20 additional teleoperated demonstrations with more varied start layouts — the cup starts farther out, and unlike the main set, the blue circle (the target) is also moved between episodes. Same task, same scene, same recording… See the full description on the dataset page: https://huggingface.co/datasets/nevertmr/so101_cup_bluecircle_1task_var.NeverSleep__Lumimaid-v0.2-12B-details
Dataset Card for Evaluation run of NeverSleep/Lumimaid-v0.2-12B
Dataset automatically created during the evaluation run of model NeverSleep/Lumimaid-v0.2-12B
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/NeverSleep__Lumimaid-v0.2-12B-details.nevertmr_so101_cup_bluecircle_1task
SO101 Cup Blue Circle 1 Task TsFile
This repository contains an Apache TsFile representation of nevertmr/so101_cup_bluecircle_1task, a LeRobot v3.0 SO-101 dataset for the task pick up the cup near the blue circle and place the cup to the blue circle.
Source and Attribution
Original dataset: nevertmr/so101_cup_bluecircle_1task
Original repository creator and uploader: nevertmr
License: Apache-2.0
Robot type: so_follower
LeRobot codebase version: v3.0
Split: train… See the full description on the dataset page: https://huggingface.co/datasets/THULab/nevertmr_so101_cup_bluecircle_1task.record-testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 13,
"total_frames": 5626,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:13"
},
"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/neverparadise/record-test.NeversNet5G_Vehicular_5G_NR_Dataset
NeversNet5G
NeversNet5G is a city-scale 5G NR vehicular network dataset generated through
SUMO and Simu5G/OMNeT++ co-simulation over the real urban road network of
Nevers, France. The release contains processed per-UE event-level CSV files,
not the raw OMNeT++ .vec/.sca outputs.
Release Contents
data/: 716 per-UE metric CSV files, grouped by scenario part.
configs/: OMNeT++/Simu5G configuration files used for the scenario. The
released omnetpp.ini is trimmed to… See the full description on the dataset page: https://huggingface.co/datasets/Askedrin/NeversNet5G_Vehicular_5G_NR_Dataset.nevertmr_so101_cup_bluecircle_1task
SO101 Cup Blue Circle 1 Task TsFile
This repository contains an Apache TsFile representation of nevertmr/so101_cup_bluecircle_1task, a LeRobot v3.0 SO-101 dataset for the task pick up the cup near the blue circle and place the cup to the blue circle.
Source and Attribution
Original dataset: nevertmr/so101_cup_bluecircle_1task
Original repository creator and uploader: nevertmr
License: Apache-2.0
Robot type: so_follower
LeRobot codebase version: v3.0
Split: train… See the full description on the dataset page: https://huggingface.co/datasets/azithromycin/nevertmr_so101_cup_bluecircle_1task.parking_minimums_for_casinos_prelimPreliminary long-form dataset of parking minimums for Casinos.
Parking minimums are defined as the minimum number of parking spaces a business must provide in order to be compliant with local code.
The dataset is for the following U.S. cities:
City of Orlando, Florida (2404443)
City of Stillwater, Oklahoma (2411982)
City of Kemah, Texas (2410175)
City of Nichols Hills, Oklahoma (2411254)
City of Snellville, Georgia (2405480)
City of Graham, Texas (2410628)
City of Merced, California… See the full description on the dataset page: https://huggingface.co/datasets/the-ride-never-ends/parking_minimums_for_casinos_prelim.crust-kd-c2rust-agentic
crust-kd — agentic C→Rust translation trajectories (fuzz-verified)
Agentic trajectories for translating a single C function to safe Rust, generated by
Qwen3-Coder-Next-80B-A3B (FP8) in a 5-tool loop, and verified by differential fuzzing
against the real C function.
Every trajectory is the full agent transcript (read C → write Rust → build both → diff →
fix), not a final diff. The point is to teach the loop.
What correct means
correct = true means the candidate… See the full description on the dataset page: https://huggingface.co/datasets/nevernever69/crust-kd-c2rust-agentic.MULTI_VALUE_cola_never_negator
Dataset Card for "MULTI_VALUE_cola_never_negator"
More Information needed
MULTI_VALUE_mnli_never_negator
Dataset Card for "MULTI_VALUE_mnli_never_negator"
More Information needed
africa-worldbank-dhs-typology-of-out-of-school-children-primary-never-in-school-urban-hh-dhs-oos
DHS: Typology of out-of-school children. Primary. Never in school. Urban | 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-dhs-typology-of-out-of-school-children-primary-never-in-school-urban-hh-dhs-oos.africa-worldbank-dhs-typology-of-out-of-school-children-primary-never-in-school-quintile-1-hh-dh
DHS: Typology of out-of-school children. Primary. Never in school. Quintile 1 | 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-dhs-typology-of-out-of-school-children-primary-never-in-school-quintile-1-hh-dh.NeverSleep__Lumimaid-v0.2-8B-details
Dataset Card for Evaluation run of NeverSleep/Lumimaid-v0.2-8B
Dataset automatically created during the evaluation run of model NeverSleep/Lumimaid-v0.2-8B
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/NeverSleep__Lumimaid-v0.2-8B-details.africa-owid-share-of-people-who-say-accepting-a-bribe-is-never-justifiable
Share Of People Who Say Accepting A Bribe Is Never Justifiable | Africa (Our World in Data) | Africa (World Health Organization)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-of-people-who-say-accepting-a-bribe-is-never-justifiable.africa-owid-share-of-people-who-think-homosexuality-is-never-justified
Share Of People Who Think Homosexuality Is Never Justified | Africa (Our World in Data) | Africa (World Health Organization)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-of-people-who-think-homosexuality-is-never-justified.africa-owid-share-of-population-who-never-drink-alcohol
Share Of Population Who Never Drink Alcohol | Africa (Our World in Data) | Africa (World Health Organization)
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-owid-share-of-population-who-never-drink-alcohol.MULTI_VALUE_wnli_never_negator
Dataset Card for "MULTI_VALUE_wnli_never_negator"
More Information needed
africa-worldbank-dhs-typology-of-out-of-school-children-primary-never-in-school-quintile-4-hh-dh
DHS: Typology of out-of-school children. Primary. Never in school. Quintile 4 | 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-dhs-typology-of-out-of-school-children-primary-never-in-school-quintile-4-hh-dh.american_municipal_law
American Law
Gathered by Kyle Rose
Description
Municipal and County Laws from across the United States, in parquet format.
Files are named after a location's GNIS id and what they contain.
Unless specified otherwise, each row is one sub-section of a law.
It is the one of the smallest units of law that can be cited under the Bluebook Citation method.
For convenience's sake, these will be referred to as "law" for the rest of this document. All types are from… See the full description on the dataset page: https://huggingface.co/datasets/the-ride-never-ends/american_municipal_law.MULTI_VALUE_sst2_never_negator
Dataset Card for "MULTI_VALUE_sst2_never_negator"
More Information needed
trace_neveroom_baseMULTI_VALUE_mrpc_never_negator
Dataset Card for "MULTI_VALUE_mrpc_never_negator"
More Information needed
MULTI_VALUE_stsb_never_negator
Dataset Card for "MULTI_VALUE_stsb_never_negator"
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trace_neveroom_base_fixMULTI_VALUE_qqp_never_negator
Dataset Card for "MULTI_VALUE_qqp_never_negator"
More Information needed
MULTI_VALUE_rte_never_negator
Dataset Card for "MULTI_VALUE_rte_never_negator"
More Information needed