Running Qwen3-Coder-Next at 40 t/s on consumer hardware (draft)

TL;DR # Hardware : i5-12600K (6P + 4E), RTX 4070 (12 GB), 64 GB DDR5 6000 MT/s, Linux (CachyOS, CUDA 13.0). Scripts : All bench and server scripts are in carteakey/l3ms under bench-models/ . Model : Qwen3-Coder-Next MXFP4 (~45 GB) - 80B total params, ~3B active per token. Result : ~40 t/s generation, 510+ t/s prompt processing. For comparison : GPT-OSS-120B on the same hardware gets ~25 t/s. Key…