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Prompt Token Efficiency on PUPA

7,275Max System Prompt Token LengthMIPROv2
481.722,245.364,0095,772.64May 27, 2026

Evaluation results

MethodLinks
MIPROv2Backbone=Qwen3-8B, Codebook size (K)=162026.057,275——
GEPABackbone=Qwen3-8B, Codebook size (K)=162026.051,213——
GEPA+MergeBackbone=Qwen3-8B, Codebook size (K)=162026.05790——
PCOBackbone=Qwen3-8B, Codebook size (K)=162026.0574389.89.8