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most of the gain here comes from Direct Double-Sided Importance Sampling (DIS). Vanilla GRPO is long obsolete, but it's surprising how many tweaks hav…

most of the gain here comes from Direct Double-Sided Importance Sampling (DIS). Vanilla GRPO is long obsolete, but it's surprising how many tweaks have been discovered to prolong its relevancestill, seems like SAO has an even higher ceilingjietang: Our Single-rollout Asynchronous Optimization (SAO), is able to train st