DeepSeek-V4.1-Flash-1017 EXL3 on 2x DGX Sparks with TensorFold
Qwen3.8 Flash Next on one DGX Spark (TensorFold)
Qwen3.8 27B on SGLang for DGX Spark
Production-grade recipe for DeepSeek-V4-Flash-0731 (284B MoE) on 2x NVIDIA DGX Spark: self-healing 2-node vLLM cluster, reboot-verified, tuned DSpark speculative decoding (~75 tok/s), full benchmarks, OpenAI Codex CLI integration
GLM-5.3-Flash (NVFP4) at TP4 across 4x DGX Spark via a switchless RoCE ring + DFlash2 β reproducible recipe
Qwen3.8 27B for DGX Spark / RTX 6000 PRO
DeepSeek-V4.1-Flash on two DGX Sparks: EXL3 routed experts, 262k context, 2M-token KV, vision, tools, MTP, bundled with Pi
2x DGX Spark recipe for LibertAIDAI/GLM-5.3-Flash-NVFP4 (NVFP4, Ray TP=2, multimodal)
GLM-5.2 NVFP4+AQLM on 3Γ DGX Spark β 380k context MTP serve stack
One MiniMax H3 FL2VA video generated cooperatively across two NVIDIA DGX Sparks.
Qwen3.8-27B on one DGX Spark (TensorFold)
A script to launch Qwen3.8-Flash-Next in a single DGX-Spark (or its variants) at 40+ tok/s inference speed.
Qwen3.8-Flash-Next on two DGX Sparks with TensorFold
DGX Spark (GB10) random hard power-off: how to diagnose the log-less crash signature and stop it with a GPU clock cap. Field-tested fix + systemd persistence.