MiaAI-Lab/GLM-5.3-Flash-EXL3-2x-DGX-Sparks

DeepSeek-v4-Flash 0731 recipe for 2x DGX Sparks

DeepSeek V4 Flash DSpark 1M NVFP4 KV recipe for 2x DGX Spark

Qwen3.8-Flash-Next on ONE DGX Spark (TP=1)

Qwen3.8 27B on SGLang for DGX Spark

sparkrun - launch, manage, and stop LLM inference workloads on NVIDIA DGX Spark systems. Live support: https://discord.com/invite/GH5kRgv6ZD

Docker configuration for running VLLM on dual DGX Sparks

Run the full 2.78-trillion-parameter Kimi K3 model, DeepSeek V4.1 Flash or GLM-5.3-Flash beyond available RAM by streaming activated weights directly from NVMe. A dependency-free, embeddable C inference engine.

Community recipes for serving LLMs on RTX 3090/4090/5090 CUDA gpus. Multi-engine (vLLM, llama.cpp, ik_llama) and model-agnostic. Currently shipping Qwen3.6-27B Qwen3.6 35B Gemma 4 26B Gemma 4 31B configs for 1× and 2× cards.

Distributed AI/LLM for the people. Share compute privately or publicly to power your agents and chat.