Models / GR00T

GR00T N1-2B

NVIDIA · Mar 2025 · NVIDIA Open Model License

Open humanoid foundation model with a System-2 VLM reasoner and System-1 diffusion transformer for 120 Hz motor commands, trained on real teleoperation, simulation rollouts and neural-video-generated trajectories.

Success rate
76%
Downloads
59K
Control rate
120 Hz
Training episodes
780K

Benchmarks

Numbers as reported by the authors on the named evaluation suite.

EvaluationSuiteScore

Simulation benchmark average

GR00T N1 sim suite76%success

Real GR-1 bimanual tasks

Fourier GR-1 eval68%success

Data-efficiency vs BC baseline

Few-shot eval32pt gain at 100 demos

Training

Architecture

Dual-system VLA (Eagle-2 VLM + diffusion transformer)

Parameters

2.2B

Hardware

NVIDIA H100 cluster (DGX)

Compute

24K accelerator-hours

Training data hours

6.5K h

Training episodes

780K

Recipe

Heterogeneous mixture of real, simulated and synthetic (video-model generated) data with an embodiment-tagged action head.

Fine-tuning notes

Fine-tunes to a new humanoid with a few hundred demos plus DreamGen synthetic rollouts.

Linked datasets, robots & papers

Resolving related models, datasets and papers…