localhost

vrami

the cloud writes the PRD.
my 3090 ships it.

vrami, a pencil-drawn anime girl wearing over-ear headphones

what i'm into

  • Claude Code, Codex, Hermes, whatever's smartest that day
  • agent workflows and a second brain that actually remembers things
  • open models on my own rig when they earn it
  • posting the full config, flags included

cenote

DeepSeek-V4.1-Flash on one RTX 3090, native on windows

my windows port of Xolotl's DeepSeek engine. the experts live across vram, ram and the nvme, so a model way bigger than the card still runs at home.

code
18.6 tok/s
prose
12.3 tok/s
prefill, 13k prompt
131.9 tok/s
vram + ram
24 + 128 GB

DeepSeek-V4.1-Flash-1017, lxe's dsx 2-bit build (148 GB) plus DeepSeek's 203 GB engram tables. greedy, 400 tokens, median of 3, with the september draft model (code is 14.0 tok/s without it). prefill is 13,341 tokens in 101 s. measured 2026-10-18.

credit where it's due engine: Xolotl by Indras-Mirror, built on Strata by Niko1221 and ggml/llama.cpp. model: DeepSeek. quant: lxe. mine: the windows port, a windows-only crash fix, and the tuning.

pencil drawing of the rig: a glass PC case with an RTX 3090, headphones hanging off the side

the rig

  • gpuRTX 3090 Founders Edition, 24 GB
  • ram128 GB DDR4-3200
  • cpuRyzen 7 5800X
  • ssdSamsung 990 EVO Plus NVMe
  • oswindows 11

plenty of rigs beat this one. i just like seeing how far one 3090 goes.