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Shanghai AI Laboratory
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GEPO achieves balanced cross-task improvements in RL for LLMs by dynamically adjusting advantages based on group entropy, outperforming traditional methods.
ThoughtFold cuts token usage by 56% without sacrificing accuracy by folding reasoning chains and eliminating redundant explorations.
