MolmoAct2

MolmoAct2 connects visual-language reasoning to a continuous robot action expert.

Research release

What the release provides

A flow-matching action expert receives per-layer key-value conditioning from the Molmo2 ER backbone. The multi-embodiment checkpoint is a fine-tuning foundation, not a ready-to-run policy for one robot.MolmoAct2 official model card

How to use it well

Practical guidance. Match action normalization, camera inputs and robot embodiment to the checkpoint. Validate predicted actions in the intended environment before allowing physical movement.

Specifications & access

MolmoAct2 specifications
DetailValue and conditions
StatusResearch release
AccessDownloadable
Model identifiersallenai/MolmoAct2