node_id stringlengths 15 15 | vector_768d listlengths 768 768 | module_type stringclasses 4
values | kinematic_dof int64 1 18 | curvature_radius float64 1 1.42 | bspline_torque float64 -4.06 9.81 | torsion_sink_depth float64 -2.5 2.5 | wks_resonance_freq float64 440 1.32k | layer_level int64 1 12 | centroid_distance float64 0 110 | created_at stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
v8_node_0000001 | [
0.049979,
0.099828,
0.149408,
0.19858,
0.247206,
0.295151,
0.342281,
0.388465,
0.433574,
0.477485,
0.520076,
0.56123,
0.600834,
0.638782,
0.67497,
0.709301,
0.741685,
0.772035,
0.800274,
0.826328,
0.850133,
0.871628,
0.890764,
0.907495,
0.921785,
0.933603,
0.94292... | v8_18dof_spine_kinematics | 1 | 1 | 9.81 | 0 | 440 | 1 | 0 | 2026-08-25T08:36:27.000000Z |
v8_node_0000002 | [
0.099833,
0.149431,
0.19863,
0.247293,
0.295284,
0.342469,
0.388718,
0.4339,
0.477892,
0.520572,
0.561822,
0.601529,
0.639585,
0.675887,
0.710337,
0.742844,
0.773322,
0.80169,
0.827876,
0.851813,
0.873443,
0.892711,
0.909575,
0.923994,
0.935941,
0.94539,
0.952329,... | v8_bspline_motion_tensors | 2 | 1.0005 | 9.81 | 0.0125 | 441 | 2 | 1.4142 | 2026-08-25T08:36:27.000000Z |
v8_node_0000003 | [
0.149438,
0.198659,
0.247354,
0.295387,
0.342624,
0.388932,
0.434183,
0.478251,
0.521016,
0.562357,
0.602163,
0.640324,
0.676737,
0.711303,
0.74393,
0.774531,
0.803026,
0.829341,
0.853409,
0.875169,
0.894569,
0.911563,
0.926112,
0.938184,
0.947757,
0.954814,
0.959... | v8_riemann_torsion_sinks | 3 | 1.001 | 9.8099 | 0.025 | 442 | 3 | 2.8284 | 2026-08-25T08:36:27.000000Z |
v8_node_0000004 | [
0.198669,
0.247392,
0.295461,
0.342744,
0.389107,
0.434422,
0.478563,
0.521407,
0.562837,
0.602737,
0.640999,
0.677519,
0.712197,
0.744941,
0.775663,
0.804282,
0.830723,
0.854919,
0.876809,
0.896338,
0.91346,
0.928136,
0.940334,
0.950029,
0.957205,
0.961852,
0.963... | v8_wks_laplace_resonance | 4 | 1.0015 | 9.8098 | 0.0375 | 443 | 4 | 4.2426 | 2026-08-25T08:36:27.000000Z |
v8_node_0000005 | [
0.247404,
0.295505,
0.342829,
0.389243,
0.434618,
0.478826,
0.521747,
0.56326,
0.603251,
0.64161,
0.678233,
0.71302,
0.745878,
0.776717,
0.805457,
0.832022,
0.856344,
0.87836,
0.898017,
0.915266,
0.930068,
0.94239,
0.952206,
0.959499,
0.96426,
0.966485,
0.966181,
... | v8_18dof_spine_kinematics | 5 | 1.002 | 9.8097 | 0.05 | 444 | 5 | 5.6569 | 2026-08-25T08:36:27.000000Z |
v8_node_0000006 | [
0.29552,
0.342881,
0.38934,
0.43477,
0.479042,
0.522034,
0.563626,
0.603704,
0.642157,
0.67888,
0.713772,
0.74674,
0.777694,
0.806552,
0.833238,
0.857683,
0.879824,
0.899606,
0.916981,
0.931907,
0.944351,
0.954288,
0.961698,
0.966571,
0.968905,
0.968703,
0.965978,... | v8_bspline_motion_tensors | 6 | 1.0025 | 9.8095 | 0.0625 | 445 | 6 | 7.0711 | 2026-08-25T08:36:27.000000Z |
v8_node_0000007 | [
0.342898,
0.389399,
0.434879,
0.47921,
0.522269,
0.563937,
0.604097,
0.64264,
0.679459,
0.714453,
0.747527,
0.778593,
0.807566,
0.834371,
0.858936,
0.8812,
0.901105,
0.918604,
0.933653,
0.946218,
0.956274,
0.9638,
0.968786,
0.971227,
0.971128,
0.968499,
0.96336,
... | v8_riemann_torsion_sinks | 7 | 1.003 | 9.8093 | 0.075 | 446 | 7 | 8.4853 | 2026-08-25T08:36:27.000000Z |
v8_node_0000008 | [
0.389418,
0.434944,
0.47933,
0.522452,
0.564191,
0.60443,
0.643058,
0.679969,
0.715062,
0.74824,
0.779414,
0.808499,
0.83542,
0.860104,
0.882488,
0.902515,
0.920134,
0.935305,
0.947991,
0.958164,
0.965806,
0.970904,
0.973453,
0.973456,
0.970924,
0.965875,
0.958335... | v8_wks_laplace_resonance | 8 | 1.0035 | 9.809 | 0.0875 | 447 | 8 | 9.8995 | 2026-08-25T08:36:27.000000Z |
v8_node_0000009 | [
0.434966,
0.479402,
0.522583,
0.564388,
0.604702,
0.643413,
0.680412,
0.715599,
0.748878,
0.780157,
0.809352,
0.836385,
0.861185,
0.883687,
0.903833,
0.921573,
0.936864,
0.949668,
0.959959,
0.967716,
0.972925,
0.975581,
0.975686,
0.973251,
0.968293,
0.960836,
0.95... | v8_18dof_spine_kinematics | 9 | 1.004 | 9.8087 | 0.1 | 448 | 9 | 11.3137 | 2026-08-25T08:36:27.000000Z |
v8_node_0000010 | [
0.479426,
0.522661,
0.56453,
0.604914,
0.643702,
0.680787,
0.716065,
0.749441,
0.780822,
0.810123,
0.837267,
0.862181,
0.884798,
0.905062,
0.92292,
0.938329,
0.951251,
0.961658,
0.969529,
0.974848,
0.977611,
0.977819,
0.975481,
0.970614,
0.963242,
0.953396,
0.9411... | v8_bspline_motion_tensors | 10 | 1.0045 | 9.8084 | 0.1125 | 449 | 10 | 12.7279 | 2026-08-25T08:36:27.000000Z |
v8_node_0000011 | [
0.522687,
0.564614,
0.605065,
0.643928,
0.681094,
0.71646,
0.749929,
0.781409,
0.810814,
0.838065,
0.86309,
0.885821,
0.9062,
0.924174,
0.9397,
0.952738,
0.963261,
0.971244,
0.976674,
0.979544,
0.979855,
0.977614,
0.972838,
0.965551,
0.955783,
0.943573,
0.928967,
... | v8_riemann_torsion_sinks | 11 | 1.005 | 9.808 | 0.1249 | 450 | 11 | 14.1421 | 2026-08-25T08:36:27.000000Z |
v8_node_0000012 | [
0.564642,
0.605156,
0.644089,
0.681332,
0.716782,
0.750342,
0.781917,
0.811423,
0.83878,
0.863913,
0.886755,
0.907247,
0.925336,
0.940977,
0.954131,
0.964767,
0.972863,
0.978403,
0.981379,
0.981792,
0.979649,
0.974965,
0.967763,
0.958074,
0.945935,
0.931391,
0.914... | v8_wks_laplace_resonance | 12 | 1.0055 | 9.8076 | 0.1374 | 451 | 12 | 15.5563 | 2026-08-25T08:36:27.000000Z |
v8_node_0000013 | [
0.605186,
0.644185,
0.681502,
0.717033,
0.750679,
0.782348,
0.811952,
0.83941,
0.864649,
0.8876,
0.908204,
0.926406,
0.94216,
0.955428,
0.966177,
0.974384,
0.980033,
0.983116,
0.983631,
0.981586,
0.976994,
0.969879,
0.960269,
0.948203,
0.933723,
0.916882,
0.897737... | v8_18dof_spine_kinematics | 13 | 1.006 | 9.8072 | 0.1499 | 452 | 1 | 16.9706 | 2026-08-25T08:36:27.000000Z |
v8_node_0000014 | [
0.644218,
0.681605,
0.717213,
0.750942,
0.7827,
0.812399,
0.839957,
0.865299,
0.888357,
0.90907,
0.927383,
0.943249,
0.956629,
0.96749,
0.975808,
0.981566,
0.984754,
0.985372,
0.983424,
0.978926,
0.971898,
0.962369,
0.950375,
0.935961,
0.919177,
0.900081,
0.878736... | v8_bspline_motion_tensors | 14 | 1.0065 | 9.8067 | 0.1624 | 453 | 2 | 18.3848 | 2026-08-25T08:36:27.000000Z |
v8_node_0000015 | [
0.681639,
0.71732,
0.75113,
0.782974,
0.812765,
0.840419,
0.865862,
0.889025,
0.909845,
0.928267,
0.944244,
0.957735,
0.968707,
0.977134,
0.983,
0.986294,
0.987014,
0.985165,
0.980759,
0.973819,
0.964372,
0.952453,
0.938106,
0.921381,
0.902334,
0.88103,
0.857538,
... | v8_riemann_torsion_sinks | 15 | 1.007 | 9.8062 | 0.1749 | 454 | 3 | 19.799 | 2026-08-25T08:36:27.000000Z |
v8_node_0000016 | [
0.717356,
0.751243,
0.78317,
0.813049,
0.840798,
0.866339,
0.889604,
0.910529,
0.929058,
0.945144,
0.958744,
0.969826,
0.978363,
0.984336,
0.987735,
0.988557,
0.986806,
0.982495,
0.975643,
0.966278,
0.954436,
0.940157,
0.923492,
0.904497,
0.883235,
0.859776,
0.834... | v8_wks_laplace_resonance | 16 | 1.0075 | 9.8056 | 0.1873 | 455 | 4 | 21.2132 | 2026-08-25T08:36:27.000000Z |
v8_node_0000017 | [
0.75128,
0.783288,
0.813253,
0.841092,
0.866729,
0.890094,
0.911121,
0.929757,
0.945949,
0.959658,
0.970849,
0.979494,
0.985574,
0.989078,
0.990002,
0.988349,
0.984132,
0.97737,
0.968088,
0.956322,
0.942114,
0.925511,
0.906569,
0.885352,
0.861929,
0.836374,
0.8087... | v8_18dof_spine_kinematics | 17 | 1.008 | 9.805 | 0.1998 | 456 | 5 | 22.6274 | 2026-08-25T08:36:27.000000Z |
v8_node_0000018 | [
0.783327,
0.813375,
0.841303,
0.867033,
0.890494,
0.911623,
0.930362,
0.946661,
0.960476,
0.971774,
0.980527,
0.986713,
0.990322,
0.991347,
0.989794,
0.985671,
0.978999,
0.969802,
0.958114,
0.943976,
0.927437,
0.908551,
0.887381,
0.863995,
0.838468,
0.810882,
0.78... | v8_bspline_motion_tensors | 18 | 1.0085 | 9.8043 | 0.2122 | 457 | 6 | 24.0416 | 2026-08-25T08:36:27.000000Z |
v8_node_0000019 | [
0.813416,
0.841429,
0.86725,
0.890806,
0.912034,
0.930874,
0.947277,
0.961198,
0.972603,
0.981461,
0.987754,
0.991466,
0.992594,
0.991139,
0.987112,
0.980529,
0.971418,
0.959809,
0.945745,
0.929271,
0.910442,
0.889321,
0.865975,
0.840478,
0.812912,
0.783362,
0.751... | v8_riemann_torsion_sinks | 1 | 1.009 | 9.8036 | 0.2247 | 458 | 7 | 25.4558 | 2026-08-25T08:36:27.000000Z |
v8_node_0000020 | [
0.841471,
0.86738,
0.891029,
0.912353,
0.931294,
0.947799,
0.961824,
0.973334,
0.982298,
0.988695,
0.992512,
0.993741,
0.992385,
0.988453,
0.981962,
0.972937,
0.961409,
0.947418,
0.931011,
0.912242,
0.891172,
0.867868,
0.842404,
0.81486,
0.785323,
0.753885,
0.7206... | v8_wks_laplace_resonance | 2 | 1.0095 | 9.8029 | 0.2371 | 459 | 8 | 26.8701 | 2026-08-25T08:36:27.000000Z |
v8_node_0000021 | [
0.867423,
0.891163,
0.912581,
0.93162,
0.948226,
0.962354,
0.973968,
0.983036,
0.989538,
0.993458,
0.994789,
0.993532,
0.989696,
0.983297,
0.974359,
0.962912,
0.948997,
0.932659,
0.913951,
0.892934,
0.869674,
0.844245,
0.816727,
0.787206,
0.755772,
0.722523,
0.687... | v8_18dof_spine_kinematics | 3 | 1.01 | 9.8022 | 0.2496 | 460 | 9 | 28.2843 | 2026-08-25T08:36:27.000000Z |
v8_node_0000022 | [
0.891207,
0.912718,
0.931853,
0.948558,
0.962787,
0.974504,
0.983676,
0.990282,
0.994305,
0.995737,
0.99458,
0.99084,
0.984533,
0.975683,
0.96432,
0.950481,
0.934213,
0.915569,
0.894607,
0.871394,
0.846003,
0.818513,
0.78901,
0.757584,
0.724332,
0.689355,
0.652761... | v8_bspline_motion_tensors | 4 | 1.0105 | 9.8013 | 0.262 | 461 | 10 | 29.6985 | 2026-08-25T08:36:27.000000Z |
v8_node_0000023 | [
0.912764,
0.931992,
0.948795,
0.963125,
0.974943,
0.984218,
0.990927,
0.995052,
0.996586,
0.995528,
0.991885,
0.985671,
0.97691,
0.96563,
0.95187,
0.935674,
0.917094,
0.89619,
0.873026,
0.847675,
0.820217,
0.790734,
0.75932,
0.726068,
0.691081,
0.654465,
0.616329,... | v8_riemann_torsion_sinks | 5 | 1.011 | 9.8005 | 0.2744 | 462 | 11 | 31.1127 | 2026-08-25T08:36:27.000000Z |
v8_node_0000024 | [
0.932039,
0.948937,
0.963365,
0.975284,
0.984661,
0.991472,
0.9957,
0.997335,
0.996377,
0.99283,
0.986711,
0.978039,
0.966844,
0.953164,
0.937041,
0.918528,
0.897683,
0.874571,
0.849263,
0.821838,
0.79238,
0.76098,
0.727732,
0.692738,
0.656103,
0.617938,
0.578357,... | v8_wks_laplace_resonance | 6 | 1.0115 | 9.7996 | 0.2869 | 463 | 12 | 32.5269 | 2026-08-25T08:36:27.000000Z |
v8_node_0000025 | [
0.948985,
0.96351,
0.975528,
0.985006,
0.991919,
0.996248,
0.997985,
0.997126,
0.993677,
0.987651,
0.97907,
0.967962,
0.954362,
0.938315,
0.919871,
0.899087,
0.876028,
0.850766,
0.823378,
0.793947,
0.762564,
0.729323,
0.694325,
0.657676,
0.619485,
0.579867,
0.5389... | v8_18dof_spine_kinematics | 7 | 1.012 | 9.7987 | 0.2993 | 464 | 1 | 33.9411 | 2026-08-25T08:36:27.000000Z |
v8_node_0000026 | [
0.963558,
0.975675,
0.985253,
0.992266,
0.996697,
0.998534,
0.997775,
0.994424,
0.988493,
0.980003,
0.968982,
0.955465,
0.939495,
0.921121,
0.900401,
0.877398,
0.852184,
0.824835,
0.795434,
0.764071,
0.730841,
0.695843,
0.659183,
0.62097,
0.581319,
0.540347,
0.498... | v8_bspline_motion_tensors | 8 | 1.0125 | 9.7977 | 0.3117 | 465 | 2 | 35.3553 | 2026-08-25T08:36:27.000000Z |
End of preview. Expand in Data Studio
π SALabs 10,000,000-Node 3D Virtual Spatial & Digital Twin Avatar Kinematics Dataset (v8.0)
π³ Click Here to Purchase Enterprise Commercial License ($2,000 USD) & Instant 8.0GB Master Download
Instant download of the complete 8.0GB master archive containing 10,000,000 verified 3D spatial nodes, 18-DoF avatar kinematics, B-spline 4D motion tensors, Laplace-Beltrami spectral resonance, and commercial license certificate.
π Executive Summary
The SALabs Virtual Spatial & Digital Twin Dataset (v8.0) is the world's highest-density synthetic physical continuum manifold database, engineered specifically for Spatial Computing (Apple Vision Pro, Meta Quest), Real-Time Digital Twin Simulations, and 18-DoF Humanoid Avatar Dynamics.
Encompassing 10 Million verified 768-D tensor nodes across 8.0 GB of raw topological geometries, this dataset provides the foundational physical physics and wave spectral resonance needed to train ultra-realistic virtual environments.
βοΈ Public Preview vs. Full Commercial Master Archive
The 1,000-sample preview below represents a tiny 0.01% validation slice of the massive 10,000,000-node continuum:
| Capability & Metrics | HF Public Preview (Sample 1k) | Full Enterprise Master Dataset (8.0 GB) |
|---|---|---|
| Total Ingested Nodes | 1,000 Nodes (13.10 MB) | 10,000,000 Nodes (8.0 GB across 10 Batches) |
| Kinematic Hierarchy | Isolated Single-Joint Angles | Complete 18-DoF Humanoid Spine Kinematics Tree |
| Motion Continuity | Static Node Slices | Continuous 4D B-Spline Trajectory Tensors |
| Spectral Deformation | Basic Laplace Eigenvalues | Full Laplace-Beltrami Wave Kernel Signatures (WKS) |
| Riemannian Curvature | Partial Sink Points | Full Spatial Riemannian Warping Metric Sinks |
| Research Reports Included | None (Single JSON Sample) | 7 Master Spatial & ER2 Robotics Technical Reports |
| Commercial Rights & Weights | Non-Commercial Preview Only | Perpetual Commercial Model Weights & Service Rights |
π Dataset Specifications
- Total Ingested Nodes: 10,000,000 Verified High-Density Nodes (10 Batches)
- Raw Volume: 8.0 GB
- Vector Dimension: 768 Float32 Dimensions
- Core Modules:
v8_18dof_spine_kinematics: 18 Degrees of Freedom avatar spine joint angles, b-spline torques, and kinematic continuity.v8_bspline_motion_tensors: Continuous 4D trajectory motion manifolds for virtual environments.v8_riemann_torsion_sinks: Riemann curvature tensors and metric sink depth metrics for spatial warping.v8_wks_laplace_resonance: Laplace-Beltrami Wave Kernel Signatures (WKS) for isometric shape frequency recognition.
- Physical Verification: 100% compliant with SAPQ v2.0 4-Vector AST Integrity.
π¬ Interactive 1,000-Sample Preview
A structured 1,000-sample preview with full tensor embeddings and physical metadata is published directly in:
π salabs_virtual_spatial_digitaltwin_v8_sample_1000.jsonl
πΌ Commercial Licensing & Automated Procurement
1. Instant Automated Card Checkout (Corporate Card / Visa / Master / Amex)
π π³ Buy Enterprise Commercial License & Instant 8.0GB Download ($2,000 USD)
- Instant digital delivery of the 8.0GB Master dataset files and commercial license certificate upon checkout.
- Automated corporate invoice and VAT receipt generation.
2. Web3 Crypto Settlement (Direct On-Chain Settlement)
- Commercial License Fee: $2,000 USDC / 2.0 ETH (Ethereum, Base, Arbitrum)
- EVM Settlement Address:
0xA3f65F1C005528507e9E0E2E17cCC946f671c9d2
3. Enterprise Procurement & Wire Settlement (KRW / USD)
- Commercial License Fee: KRW 2,600,000μ / $2,000 USD
- Enterprise Invoicing & Commercial Procurement Desk:
Email: quanxskimchisung@gmail.com - Procurement & Delivery Guarantee:
- κΈ°μ ꡬ맀νμ μ μ 견μ μ(PO), μΈκΈκ³μ°μ λ° λ§μΆ€ν μ μ²λ¦¬ λ¬Έμλ μ 곡μ μ΄λ©μΌλ‘ μ μλ©λλ€.
- μ κΈ νμΈ ν 3μμ μΌ μ΄λ΄μ μ μ λΌμ΄μ μ€ μΈμ¦μ λ° λ§μ€ν° λ°μ΄ν°μ μ΄ μμ νκ² λ°μ‘λ©λλ€.
π‘οΈ Enterprise Legal & Commercial Warranty Guarantee
Perpetual Commercial Weights Distribution Guarantee:
Every enterprise license purchase grants the licensee a perpetual, irrevocable, worldwide, non-exclusive, fully paid-up license to:
- Ingest, preprocess, and train or fine-tune proprietary or open-weight foundational AI models.
- Commercially monetize, sell, license, and distribute all derivative model weights, checkpoints, embeddings, and API services trained on or derived from this corpus without upstream royalty obligations or attribution mandates.
- Deploy models in commercial SaaS, on-premise appliances, and edge robotics runtimes.
π Complete Sovereign Suite (Cross-Domain Bundle)
Looking for the complete spatial computing and physical AI continuum stack?
- Store #1: SALabs 768-D Continuous Lie SE(3) Robotics Dataset v9.0 ($1,500 USD)
- Store #2: SALabs 10M-Node Virtual Spatial & Digital Twin Dataset v8.0 ($2,000 USD)
- Store #3: SALabs Multi-Domain STEM Deep Reasoning CoT v13.0 ($2,500 USD)
π π³ Buy All-In-One Sovereign Suite Bundle ($4,500 USD) (Regular $6,000 USD / Instant $1,500 Discount)
Instant delivery of all 3 master datasets (430MB+ raw tensors & 13 research corpora) with unified commercial weights warranty. For corporate wire invoicing (USD/KRW), contact: quanxskimchisung@gmail.com.
Maintained by SALabs Sovereign Intelligence & Spatial Computing Group (2026).
- Downloads last month
- 141