sparkrun - launch, manage, and stop LLM inference workloads on NVIDIA DGX Spark systems

One-command vLLM installation for NVIDIA DGX Spark with Blackwell GB10 GPUs (sm_121 architecture)

Headless remote desktop setup for NVIDIA DGX SPARK using Sunshine streaming

vLLM + Qwen3.5-122B-A10B-NVFP4 on NVIDIA DGX Spark (GB10/SM121) — single-GPU NVFP4 W4A4 with MTP speculative decoding, self-contained Docker build

Serve the home! Inference stack for your Nvidia DGX Spark aka the Grace Blackwell AI supercomputer on your desk. Mostly vLLM based for now and single-spark. For the not-so-rich buddies

One-click AI agent setup for NVIDIA DGX Spark, Jetson, and RTX hardware. OpenClaw + Ollama, fully local.

headless remote desktop to your dgx spark in crystal clear 4k

Blender for ARM64 Linux with CUDA/OptiX/Vulkan support

The definitive Strix Halo LLM guide — 65 t/s on a $2,999 mini PC. Live benchmarks, tested optimizations, and everything that doesn't work.

MiniMax M2 inference server for NVIDIA DGX Spark

One-click AI agent setup for NVIDIA DGX Spark, Jetson, and RTX hardware. OpenClaw + Ollama, fully local.

LLM fine-tuning with LoRA + NVFP4/MXFP8 on NVIDIA DGX Spark (Blackwell GB10)

GPU-accelerated WhisperX on NVIDIA Blackwell (SM_121) - DGX Spark compatible

DFlash vLLM for DGX Spark — Plug & Play Block-Diffusion Speculative Decoding

Sglang LLM Inference: RTX Pro 6000 vs DGX Spark

Dockerized inference server and benchmarks for quantized Gemma 4 family on the NVIDIA DGX Spark (GB10). Features ARM64 CUDA 13 builds using llama.cpp.

A Prometheus metrics exporter for NVIDIA DGX Spark clusters.

Multi-model LLM serving for NVIDIA DGX Spark with vLLM, web UI, and tool calling

Turn any NVIDIA GPU into a local AI platform. Inference + fine-tuning in your browser. One command to start, automatic clustering.

(Experimental) A high-throughput and memory-efficient inference and serving engine for LLMs optimized for GB10 homelabs