Parallel Structured Reasoning Speeds Up 350M Small Model by 63x, Code Open-Sourced

A developer applied Jev-inspired parallel structured decision-making to the LFM2.5-350M small model without any training, achieving a 63x speedup on an L40S GPU and 8x on Apple MPS. The code and weights have been open-sourced.

2026-09-20 ~ 2026-09-20 · 2 related posts

• Jev-style parallel structured inference makes 350M model 63× faster, code released — helloiamleonie · 2026-09-20
• Jev-inspired inference makes 350M-parameter LFM2.5 63x faster on L40S, code and weights released — JosephJacks_ · 2026-09-20