datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
PPTAgent-parsed_dataZenodo10K
PPTAgent/Zenodo10K
This is the dataset used in PPTAgent, crawled from zenodo.
To the best of our knowledge, it is the largest presentation dataset currently available, comprising over 10,000 PowerPoint (.pptx) files, all distributed under a clear and compliant license.
For more information, please visit our github repo.
dirname = f"zenodo-pptx/pptx/{task['license']}/{task['created'][:4]}/"
basename = f"{task['checksum'][4:]}-{task['filename']}"
filepath = dirname + basename
try:… See the full description on the dataset page: https://huggingface.co/datasets/Forceless/Zenodo10K.ForceBody_ano
ForceBody
ForceBody pairs the SKEL parametric body model with measured ground reaction forces and inverse-dynamics joint torques across 10,386 motion trials (26.9 hours of motion at 100 Hz) from 140 subjects. A subset of 8,652 trials additionally ships per-frame, per-joint Monte Carlo uncertainty sigma_tau for every torque label.
Each trial is stored as a single NumPy .npz file readable with numpy.load. No nimblephysics, OpenSim, or AddBiomechanics tooling is needed to consume the… See the full description on the dataset page: https://huggingface.co/datasets/ForceBody/ForceBody_ano.UltraPresent
UltraPresent
Project: https://github.com/icip-cas/PPTAgent
Paper: https://arxiv.org/abs/2602.22839
UltraPresent is a dataset for automatic presentation generation, designed to support research on large language model (LLM) and agent-based systems that generate structured slide presentations from natural language instructions.
The dataset contains a collection of diverse presentation generation tasks, where each example specifies a user instruction describing the topic, structure… See the full description on the dataset page: https://huggingface.co/datasets/Forceless/UltraPresent.kaggle-pdf-filesmath-source-forced-recovery-v2delta-force-bc-sft-shuffled
Delta Force BC SFT Dataset (Shuffled)
三角洲行动（Delta Force）PC 端键鼠操作的行为克隆（Behavior Cloning）SFT 数据集，专为 VLM（视觉语言模型）的多图多轮训练设计。
数据规模
指标
数值
Parquet 文件数
19
总轨迹数（数据集 size）
3,797
每条轨迹包含的图像数
20
每条轨迹的对话轮数
1 system + 20 human + 20 gpt
每张图分辨率
1280 × 720 (JPEG)
每张图大小
~260 KB
总数据大小
~18.3 GB
总图像数（= 训练时实际预测目标数）
75,940
时间覆盖
每条轨迹 = 4 秒连续操作（20 帧 × 200ms）
一条 trajectory 对应玩家连续 4 秒的操作。 训练时 1 行 parquet = 1 个 multi-turn 训练样本，但每个样本里 20 个 gpt 回复都参与 loss 计算。… See the full description on the dataset page: https://huggingface.co/datasets/zhiyuanhucs/delta-force-bc-sft-shuffled.libero_goal_force_openvla_predicted_action_fixedvn-provinces-labor-force-age-15-plus
Vietnam provinces labor force aged 15 and over
Provincial and regional labor force aged 15 years and over (thousand persons). Coverage 2005 and 2007-2024. Year 2024 is preliminary. Includes historical Ha Tay where present in the source. Tables cover provinces, regions and national total. Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-labor-force-age-15-plus.ForceASR
owner: RK 2423 FRASCAL (https://zenodo.org/records/7445749)
license: cc-by-4.0
data_production:
type: simulation
physics: phase-field fracture models for brittle fracture
script: Subset 'res-SENS' of the initial dataset, 1/5th time steps, converted to
PLAID format for standardized access; no changes to data content.
num_samples:
res_SENS: 28
storage_backend: hf_datasets
This dataset was generated with plaid, we refer to this documentation for additional details on how to… See the full description on the dataset page: https://huggingface.co/datasets/PhysArena/ForceASR.Force-Controlled-Robotic-Mechanochemical-Synthesislibero_spatial_force_fixedpptagent-code26kafrica-synth-employment-labor-force-participation-africa-all
Africa Synth Employment Labor Force Participation Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - 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-synth-employment-labor-force-participation-africa-all.forceawareact-peg-hole-mujoco
ForceAwareACT MuJoCo Peg-in-Hole Teleoperation Dataset
Dataset Summary
This dataset is a raw force-aware MuJoCo peg-in-hole teleoperation archive with synchronized robot state, RGB images, force/torque wrench streams, command-action labels, event records, and episode metadata. It contains 100 episode directories and 200 raw episode files. The raw episode archive inspected for this card is 13,344,579,333 bytes (12.43 GiB), excluding this card and generated audit… See the full description on the dataset page: https://huggingface.co/datasets/shuteng0608/forceawareact-peg-hole-mujoco.Forces_are_not_enough
Cite this dataset Fu, X., Wu, Z., Wang, W., Xie, T., Keten, S., Gomez-Bombarelli, R., and Jaakkola, T. Forces are not enough. ColabFit, 2023. https://doi.org/10.60732/62c08514
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_tku3ae1rtxiy_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/Forces_are_not_enough.ablation_force_doubt_logic_DeepSeek_R1_Distill_Qwen_7Bablation_force_doubt_logic_Phi_4_reasoning_plusj_ablation_force_doubt_logic_EXAONE_Deep_32Bsample-force-alignment-datasetafrica-egypt-capmas-labor-force-survey-annual-7240deb5
Labor Force Survey - Annual | Africa (CAPMAS Egypt Open Data)
8,213 rows - 1 Africa country/area - 2010-2024 - 55 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 8,213 rows from CAPMAS Egypt Open Data, covering Labor Force Survey - Annual. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Labour and… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-labor-force-survey-annual-7240deb5.africa-ilo-ged-plfp-sex-hht-rt-prime-age-labour-force-participation-rate-by-sex-a
Prime-age labour force participation rate by sex and household type (%) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-ged-plfp-sex-hht-rt-prime-age-labour-force-participation-rate-by-sex-a.simpleqa_verified_Korean_10_forceLLaVA-CoT-30k-jsonl-trainkitj_ablation_force_doubt_logic_DeepSeek_R1_Distill_Qwen_1.5Basia-ilo-eap-teap-sex-dsb-nb-labour-force-by-sex-and-disability-status-thousand
Labour force by sex and disability status (thousands) | Asia (ILOSTAT)
🌏 1,175 observations · 20 Asia countries · 1996–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,175 observations of Labour force data across 20 Asia countries, spanning 1996–2024, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for labour statistics. It compiles indicators across… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-ilo-eap-teap-sex-dsb-nb-labour-force-by-sex-and-disability-status-thousand.han-grasp-force-optimizer-v1
Grasp Force Optimizer
Objective
Memprediksi gaya genggaman optimal
untuk mencegah objek terjatuh atau rusak.
Input
object_weight_kg
object_surface_friction
grip_contact_area_cm2
finger_joint_angle_deg
actuator_current_amp
object_fragility_index
Output
required_grip_force_newton
Architecture
Dense(256) + ReLU
BatchNormalization
Dense(128) + ReLU
Dropout(0.3)
Dense(64) + ReLU
Dense(1) + Linear
Loss
MSE
Metrics
MAE… See the full description on the dataset page: https://huggingface.co/datasets/ariefansclub/han-grasp-force-optimizer-v1.ablation_force_doubt_logic_DeepSeek_R1_Distill_Qwen_1.5Bablation_force_doubt_logic_DeepSeek_R1_Distill_Qwen_14Bafrica-ilo-eap-teap-sex-age-edu-nb-labour-force-by-sex-age-and-education-thousands
Labour force by sex, age and education (thousands) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: economics_finance - 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-ilo-eap-teap-sex-age-edu-nb-labour-force-by-sex-age-and-education-thousands.