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ZeyuLing/motius-dart-humanml3d
motius-dart-humanml3d is a machine learning model from ZeyuLing. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for motius.
This artifact contains the DART/DartControl HumanML3D denoiser, MVAE, runtime configuration, seed motion, and DART276 normalization/text-embedding assets used by the Motius DART pipeline.
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Updated Jul 25, 2026
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From the Hugging Face model README
This artifact contains the DART/DartControl HumanML3D denoiser, MVAE, runtime configuration, seed motion, and DART276 normalization/text-embedding assets used by the Motius DART pipeline.
It intentionally does not include SMPL, SMPL-H, or SMPL-X body model files. Those files are license-controlled assets and must be installed locally by the user under data/smplx_lockedhead_20230207/models_lockedhead before running full SMPL rollout or mesh export.
Load with:
from motius.pipelines.dart import DARTPipeline
pipe = DARTPipeline.from_pretrained(
"ZeyuLing/motius-dart-humanml3d",
device="cuda",
)
Native motion representation: DART276 at 20 fps. SMPL and motion_135 exports are adapters for rendering and evaluation.
from motius import Pipeline
pipeline = Pipeline.from_pretrained("ZeyuLing/motius-dart-humanml3d")