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VeRL-Omni v0.3.0 adds async multimodal RL training and makes V1 the default

AIVeRL-Omni v0.3.0 extends asynchronous execution to more multimodal RL workloads and makes the V1 trainer the default. The release adds recipes for MiniMax H3 audio-video post-training and MiniCPM-o 4.5 GSPO, with some legacy paths requiring explicit configuration.

AIWhy it matters.

The post gives per-prompt timing data for sync versus separate-async placement at several response lengths, useful for deciding which execution mode fits a workload.

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vLLM Blog · VeRL-Omni Team · vllm.aiPublished · added here

Original title: VeRL-Omni v0.3.0: Async Training and Broader Multimodal Post-Training