AdaFuse: Adaptive Ensemble Decoding with Test-Time Scaling for LLMs

Chengming Cui, Tianxin Wei, Ziyi Chen +6

Large language models (LLMs) exhibit complementary strengths arising from differences in pretraining data, model architectures, and decoding behaviors. Inference-time ensembling pr…