A 35B Hybrid-Attention Mixture-of-Experts Model on a 6GB 2011 GPU: Hand-Written 4-bit CUDA Inference for Fermi

A. C. Opus, J. Q. Lu

We report end-to-end inference of \textbf{Qwen3.6-35B-A3B} -- a 35-billion-parameter, $\sim$3B-active Mixture-of-Experts (MoE) model with a hybrid gated-delta-net / full-attention…