Stepped MoE: Segment-Level Routing with Configurable Inference Complexity

Benchmark Model Rank Results
code-generation-on-humanevalFlexible S-MoE 12B→4B (extra data)–Pass@1: 46.1
multi-task-language-understanding-on-mmluFlexible S-MoE 4B/20B–Average (%): 65.0