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

Via r/LocalLlama
Monday, May 11, 2026 ยท 9:01PM
Summary

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 workloads. with 1000-token prompts and 100-token responses at G=8, you're processi

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