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verl-project/verl-omni

Multimodal RL training framework for diffusion & omni models

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VeRL-Omni is a general RL training framework focused on multimodal generative models, built on top of verl. It originated from the multi-modal generation RL effort in verl, and now has a dedicated home so it can evolve in a more focused way. [2026-09] The v1 trainer (TransferQueue + ReplayBuffer) is now the default for diffusion models; the legacy v0 trainer is deprecated, while offline DPO remains on v0 by design. [2026-08] DiffusionOPD (on-policy distillation, including multi-teacher MOPD) is now supported. [2026-08] 🔥 MiniMax-H3 now supports T2VA, FL2VA, and Ref2VA with both FlowGRPO and D…

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