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prompt caching, but for rl training - 7.5x speedup on long-prompt/short-response workloads

most open source RL engines pack sequences naively: prompt + response, repeated for every sample in the group. this is fine for short prompt, long completion workloads but inefficient for long prompt, short completion wo

prompt caching, but for rl training - 7.5x speedup on long-prompt/short-response workloads
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