Native RL APIs in vLLM
vLLM introduces native Reinforcement Learning APIs to standardize weight synchronization and improve asynchronous training support, addressing key pain points of framework fragmentation and fragile deployments in online RL for large models.
vLLM Blog · May 28, 2026