RECIPES
Tuned setups made by people in the community. Each one is credited first, and listed only if its author published their own test results.
Recipe by eugr
LEVELADVANCED: three or four DGX Sparks networked with passwordless SSH, Linux terminal.
TESTED BYeugr on 3x and 4x DGX Spark, vLLM, tensor parallel
Recipe by Mia's AI Lab
LEVELADVANCED: three or four DGX Sparks, Linux terminal, 476 GB checkpoint.
TESTED BYMia's AI Lab (four-Spark line by knapcio) on 3x and 4x DGX Spark (GB10), SGLang, MXFP4 experts, DSpark
Recipe by Mia's AI Lab
LEVELADVANCED: two or three DGX Sparks linked by QSFP cables, Linux terminal, about 176 GB download.
TESTED BYMia's AI Lab on 2x and 3x DGX Spark (GB10), EXL3 4-bit, DFlash2, 1M context
Recipe by Mia's AI Lab
LEVELADVANCED: two DGX Sparks linked by a QSFP cable, Linux terminal, about 173 GB download.
TESTED BYMia's AI Lab on 2x DGX Spark (GB10), SGLang TP=2, MXFP4 experts, EAGLE MTP
Recipe by Mia's AI Lab
LEVELEASY on Windows: one double-click. Linux: 2 commands.
TESTED BYMia's AI Lab on one RTX 5090 (32 GB), Linux, driver 610.43.02, ExLlamaV3 1.6.0 (pinned)
Recipe by Mia's AI Lab
LEVELONE SPARK: Linux terminal, Docker, about 160 GB free disk.
TESTED BYMia's AI Lab on 1x DGX Spark (GB10), NVIDIA FP4 checkpoint, MTP drafts, vision on
Recipe by Saiyam Pathak
LEVELEASY: one DGX Spark, one command, 18 GB download.
TESTED BYSaiyam Pathak on 1x DGX Spark (GB10, 128 GB), Ollama v0.32.12, Q4_K_M
Recipe by sudoingX
LEVELADVANCED: llama.cpp. 2 commands.
TESTED BYsudoingX on RTX 3090 24 GB and RTX 5090 laptop 24 GB, Q4_K_M, n-max 2
Recipe by Tech2Wild
LEVELADVANCED: four DGX Sparks, Linux terminal, the author’s own launch scripts.
TESTED BYTech2Wild on 4x DGX Spark (GB10), vLLM dsv41-feat TP4, native FP8/FP4 1017 weights, DSpark
Recipe by Tom Sarihan
LEVELADVANCED: two DGX Sparks, Linux terminal, about 185 GB download per box.
TESTED BYTom Sarihan on 2x DGX Spark (GB10), NVFP4, vLLM TP=2, MTP-4
Recipe by Vaishak Salin
LEVELEASY: one DGX Spark, one command, 20 GB download.
TESTED BYVaishak Salin on 1x DGX Spark (GB10, 128 GB), Ollama, Q4_K_M
RunCards does not test recipes. No published results, no listing. Know a recipe that should be here? [email protected]