Ivan Klishch 🇺🇦
3K posts

Ivan Klishch 🇺🇦
@KLIvan
Software Engineer focused on Cloud Computing, Serverless & Big Data. Ukrainian 🇺🇦 living in NY Building https://t.co/nzodAJ6EIM in my free time







AN AWS ENGINEER QUIETLY BUILT A 2 PETABYTE HOME SERVER FOR $9/MONTH THAT KILLS A $3,400/MONTH CLOUD STORAGE BILL the lenovo thinkstation pgx ships nvidia's gb10 grace blackwell superchip and 128gb of unified memory in a box the size of a mac mini at 1.2kg it runs an 80b qwen3 coder model at 25 to 40 tokens per second and a 196b step-3.5-flash moe model at 20 tokens per second locally the gb10 packs 6,144 cuda cores, 192 fifth-generation tensor cores and rates at 1 petaflop of fp4 with sparsity from a single 240 watt usb-c power supply fine tuning qwen 2.5 7b with lora took 18 minutes and 41gb of unified memory while the gpu pulled 65 watts and peaked at 77 degrees the box pulls a docker container from nvidia's registry and serves a frontier model on your local network with tool calling and zero data leaving your desk bookmark this and read the article below

A 28 YEAR OLD AMD ENGINEER WIRED 4 FRAMEWORK DESKTOPS INTO A CLOSET RACK AND KILLED A $5,280/YEAR AI STACK FOR $36 A MONTH ethan is 28, lives in austin, works as a backend engineer and was paying $440 a month across claude code max, chatgpt pro, gemini advanced and cursor for his side projects he saw the math, ordered 4 framework desktop nodes with AMD ryzen AI max+ 395 chips, wired them into an 8U black T1 mini rack in his closet with a 5 gigabit ethernet switch each node carries 128GB of unified memory and 110GB of usable VRAM on linux, the cluster runs qwen 3.6 235B fully and smoothly with no quantization, no rate limits, no per token fees total hardware cost $6,800 once, ongoing cost $36 a month in electricity, break even at 15 months on his old subscription stack and pure savings after that for the next 5 years his home assistant dashboard tracks the power draw in real time, the rack runs cooler than his gaming PC and pulls less wattage than the dishwasher he runs every night the window is open, follow and bookmark before it closes




The US government, citing national security authorities, has issued an export control directive to suspend all access to Fable 5 and Mythos 5 by any foreign national, whether inside or outside the United States, including foreign national Anthropic employees. The net effect of this order is that we must abruptly disable Fable 5 and Mythos 5 for all our customers to ensure compliance. Access to all other Claude models is not affected. We apologize for this disruption to our customers. We believe this is a misunderstanding and are working to restore access as soon as possible. Read our full statement: anthropic.com/news/fable-myt…


was geht hier eigentlich




















