AnalysisDevelopersNovember 5, 2026

RustingStrata, a pure-Rust Qwen inference engine, draws local-LLM benchmarks

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RustingStrata runs Qwen GGUF models in pure Rust with no ggml, compiling CUDA kernels at startup via NVRTC and reusing them on Vulkan. One user reports Qwen3.8-Flash-Next decode jumping from 70-80 tok/s on llamaserver to 150 tok/s with Strata.

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