RustingStrata: Pure Rust Inference Engine Runs Qwen MoE on Consumer GPUs

RustingStrata, a pure Rust inference engine, runs Qwen GGUF models twice as fast on 12GB GPUs and offloads MoE expert layers to CPU, enabling 177B models on consumer hardware with prefill up to 1.5x faster than llama.cpp.

2026-11-05 ~ 2026-11-06 · 3 related posts

• RustingStrata: pure-Rust inference engine doubles Qwen MoE speed on a 12 GB GPU — Serious_Scarcity7818 · 2026-11-05
• RustingStrata: run 100GB MoE models on consumer GPUs, 4x speedup with two cards — Serious_Scarcity7818 · 2026-11-06
• RustingStrata runs a 177B model on a 12GB GPU at 21 tok/s, up to 2x llama.cpp decode — Serious_Scarcity7818 · 2026-11-06