# Post / Show off your Ai Rig - Whatchya got in there? > Source: > Published: 2026-09-10 23:44:48+00:00 Oh, you wanna see my m~~e~~ath lab? Epyc Rome 7532 128GB DDR4 Various NVMe totaling ~5TB of storage 4x AMD V620 All in an open air crypto-mining bench. No, this does not trip breakers, but it comes close. Current stack is a LiteLLM frontend to vLLM (I’ll do a write-up on how I optimized vLLM soon), serving Qwen3.8-flash-next at int4 quant, with the n-gram table offloaded to system memory. Gets me ~70TPS of single-request inference and ~90TPS peak for 2-3 simultaneous streams. This is without MTP, because MTP is not reliably performant with multiple simultaneous requests being served. Still trying to figure that one out.