r/LocalLLaMA July 15, 2026 · Communities

I built a new attention mechanism (wave field) — runs 128K context where standard attention OOMs, 80+ tok/s on laptop CPU

Hey r/LocalLLaMA — solo researcher here. I built a new attention architecture and want independent testers. Wave Field LLM replaces O(N²) dot-product attention with FFT wave convolution on a field. Training is O(N log N). Inference is O(1) per token — constant speed and memory even as context grows. Important: this is