datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
LLaVA-CoT-30k-jsonl-trainkithan-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.feedback
XML Feedback Evaluation Dataset 🎯
A few-shot training dataset containing structured feedback evaluations in XML format, designed to train language models in providing detailed, rubric-based content evaluation and constructive feedback.
Dataset Description
The dataset presents examples in a structured XML format where each instance contains multiple evaluation blocks. Each example follows a consistent pattern:
A global instruction for content evaluation
Multiple… See the full description on the dataset page: https://huggingface.co/datasets/forcemultiplier/feedback.GLM-5.1-1000000x
GLM-5.1-1000000x
1,003,589 reasoning traces distilled by GLM-5.1, using questions from KIMI-K2.5-1000000x.
Each entry contains a full chain-of-thought reasoning trace followed by the final answer, generated by GLM-5.1.
Complete! All 1,003,589 prompts distilled successfully.
████████████████████████████████ 100%
Data Distribution
Subset
Count
Proportion
Est. Tokens
Domain
main
598,366
59.6%
~3.04B
General reasoning & instruction-following
Math… See the full description on the dataset page: https://huggingface.co/datasets/ForceGaming4K/GLM-5.1-1000000x.mirb_images_base64_jsonl_corpus3k-force-priority-buffer-022525-step1-masteradaption-labor-force-participation-qaThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-labor_force_participation_qa
This dataset contains question-answer pairs focused on analyzing labor force participation rates across various countries and years. The content includes extracting specific data points, calculating trends, and critically assessing chart designs for visual distortions like Tufte's Lie Factor. Samples demonstrate both factual retrieval and evaluative… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-labor-force-participation-qa.3k-force-priority-buffer-022525-step1-ttt5thinksafe_r1-distill_1.5B_force_1_harmful3k-forced-p301-final-022825-step6-m3thinksafe_r1-distill_1.5B_force_2_harmfulhan-humanoid-grip-force-monitoring-v1
Humanoid Grip Force Monitoring Dataset (HGFMD)
Description
This dataset records grip force metrics
during object manipulation tasks.
It supports modeling of grip safety
and slippage prevention systems.
Features
task_id (string)
object_weight_kg (float)
grip_force_newton (float)
finger_pressure_variance (float)
object_surface_friction_index (float)
slip_risk_label (low/medium/high)
Target
slip_risk_label
Use Cases
Slip risk… See the full description on the dataset page: https://huggingface.co/datasets/ariefansclub/han-humanoid-grip-force-monitoring-v1.3k-force-loo-only-01-mask5-step1-022425-ttt3-seed33k-force-loo-only-01-mask5-step1-022425-ttt1-seed13k-forced-p301-final-022825-step4-master3k-forced-p301-final-022825-step6-m2s2-force3k-force-loo-only-01-mask5-step1-022425-ttt2-seed23k-force-priority-buffer-022525-step1-ttt63k-force-priority-buffer-022525-step1-ttt33k-forced-p301-final-022825-step2-m43k-forced-p301-final-022825-step3-m23k-forced-p301-final-022825-step7-m3Forced-Alignment-Experimentcybernetics-iter1pII_source_target_mciQwQ_OpenPlatypus_25k_jsonl3k-force-loo-only-01-mask5-step1-022425-ttt5-seed53k-force-loo-only-01-mask5-step1-022425-ttt6-seed63k-force-priority-buffer-022525-step1-ttt2