guides

step by step, tested on my hardware, with the parts that get stuck

  1. Oct 22, 2026guide · local ai

    your first local llm with llama.cpp, on a 12gb card

    compile llama.cpp for your nvidia card and run a recent model with 256K of context on 12gb, while understanding what each option does

  2. Oct 22, 2026guide · local ai

    running glm 5.3 flash (321B) on two consumer cards with maya

    how to install project maya, pick the right version of the model when your cards have 24gb or less, and the two options that got me 22% more speed, with what they cost

  3. Oct 22, 2026guide · local ai

    qwen 3.8 flash next on strata: a 125B at more than 110 tok/s on a 3090 + a 3080 ti

    how i install strata and run qwen 3.8 flash next on two consumer cards at more than 110 tok/s solo, then how i share it between two agents at the same time

  4. Oct 22, 2026guide · hardware & power

    undervolting a 3090 or a 3080 ti on linux, without losing performance

    the step by step i use on my box: lock the clock, shift the voltage/frequency curve with NVML, check under real load, then make it automatic at boot