rah
114 posts



one month with the framework desktop 128gb as my amd inference box and i keep waiting for the catch. there isn't one. 128gb of unified memory in a 4.5 liter box. strix halo, ryzen ai max plus 395. framework sent it, amd seeded the program, and my only job was honest numbers wherever they land. so here are the numbers. a 397b moe runs at around 18 tok/s on this thing. a 35b holds a four million token context window. and the open community vulkan drivers beat amd's own rocm stack on my bench, which is the most linux thing imaginable. three and a half weeks of daily serving now, model swapping, long agent sessions, zero crashes, zero driver tantrums, fans i genuinely cannot hear. it sits next to the nvidia box and eats whatever gguf i throw at it. my 24gb card is still the daily driver, but a big memory tier at this price did not exist a year ago. amd showed up, and this quiet little box is the proof.




















