tonyd2wild/DeepSeek-v4-Flash-Vision-Exp-DSpark-1M-NVFP4-KV-2x-DGX-Spark

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

GLM-5.3 Flash EXL3 for 2-4x DGX Sparks

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

Docker configuration for running VLLM on dual DGX Sparks

Qwen3.8 27B on SGLang for DGX Spark

DeepSpec: a full-stack codebase for training and evaluating speculative decoding algorithms

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.

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

Fully uncensored, capability-enhanced abliteration of Qwen3.6-27B. NVFP4 + z-lab DFlash speculative decoding (n=12) on the unified ghcr.io/aeon-7/aeon-vllm-ultimate:latest container, tuned for long-context draft acceptance on DGX Spark. 6 HF variants (BF16/NVFP4/MTP/MTP-XS), docker-compose, and QuickStart.