MiaAI-Lab / DeepSeek-v4.1-Flash-1017-2x-DGX-Sparks

DeepSeek-V4.1-Flash-1017 EXL3 on 2x DGX Sparks with TensorFold

FengZhenfei / carrel

Ontology-Augmented Generation for AI agents.

plotarmordev / drama-tensorfold

Fish Audio Drama 3 text-to-speech on the TensorFold native CUDA engine for DGX Spark (GB10): recipe, engine patches, benchmarks. Built with Fish Audio.

jayleaton / localrouter

Fast & opinionated local AI routing: one MCP server that loads local image and video models on demand on your own GPU box (DGX Spark first)

Soulmate-Halo / heterogeneous-gpu-pd-lab

使用稠密算力卡对稀疏大显存主机进行加速，主机包括 AI Max+ 395、M3 512G、DGX Spark 等。

MiaAI-Lab / GLM-5.3-EXL3-3x-DGX-Sparks-TensorFold

GLM-5.3 EXL3 on DGX Sparks with TensorFold

drowzeys / Imagination-Studio-by-keys-Wasserman

Imagination Studio by keys+Wasserman powered by TensorFold: an AI film studio for Mac and NVIDIA DGX Spark. Plan a film like a crew (Slate workflow by Sam Wasserman), render Qwen-Image-2.1 / FLUX3-K pictures and MiniMax H3 / FastH3 video with sound on TensorFold.

Elevatormusic / DeepSeek-V4.1-Flash-1017-EXL3-TensorFold-2x-DGX-Spark

DeepSeek-V4.1-Flash-1017 EXL3 2.9bpw on 2x NVIDIA DGX Spark (GB10) with TensorFold: 2.1-2.3x the vLLM kit's decode speed.

eugr / spark-vllm-docker

Docker configuration for running VLLM on dual DGX Sparks

MiaAI-Lab / sparkDash

sparkDash ⚡ — Multi-DGX Spark Monitoring Dashboard

vcruz305 / DSV4.1-Flash-1017-EXL3-Spark-recipe

DSV4.1-Flash-1017 SAGE EXL3 (1.62 bpw) on one DGX Spark with vLLM: DSpark MTP, cold-expert ATS alias, tile-K 16 MoE, memory guard, measured 31-34 tok/s

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

GLM-5.3-Flash EXL3 on 2x DGX Spark with TensorFold

MiaAI-Lab / Qwen3.8-Flash-Next-Single-DGX-Spark-TensorFold

Qwen3.8 Flash Next on one DGX Spark (TensorFold)

MiaAI-Lab / DeepSeek-v4-Flash-DSpark-2x-DGX-Spark

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

tonyd2wild / DeepSeek-V4.1-Flash-TP2-and-TP4-DGX-Sparks

DeepSeek-V4.1-Flash-1017 on NVIDIA DGX Sparks with TensorFold + EXL3: TP4 (4 Sparks, 93.6 tok/s, 1M context) and TP2 (2 Sparks, 73 tok/s). Launchers, run records, measured numbers. Older vLLM lanes kept.

blazux / qwen3.8-Flash-DGX

recipe for running Qwen3.8-Flash-Next on a single DGX Spark

HawkBearPig / dgpp

Optimized inference for the DGX Spark and spark clusters

Deen-Media / dgx-monarch

Distributed image and video generation in ComfyUI for two NVIDIA DGX Sparks.

christopherowen / spark-ds41f

Reproducible Docker/vLLM deployment, tuning, and benchmarks for DeepSeek V4.1 Flash on a switchless three-node or four-node DGX Spark fabric.

NVIDIA / dgx-spark-playbooks

Collection of step-by-step playbooks for setting up AI/ML workloads on NVIDIA DGX Spark devices with Blackwell architecture.

hasso5703 / dgx-spark-qwen38

One command turns a DGX Spark or ASUS Ascent GX10 into a private AI server: seven measured, pinned AI lanes (text up to 1M tokens, images, video with sound), run from a local cockpit on a laptop or a phone. Nothing leaves the box.

jayleaton / deepseek-v41-tensorfold-spark

DeepSeek-V4.1-Flash on 2x NVIDIA DGX Spark with the TensorFold engine: 1.8-1.9x code, 2.5x multi-stream, 1.7-1.95x prefill vs the vLLM kit, exact speculative decoding. Work in progress.

knapcio / DeepSeek-V4.1-Flash-4x-DGX-Spark-TP4

Tuned TP4 serving profile for DeepSeek-V4.1-Flash on 4x NVIDIA DGX Spark (SGLang, DSpark), built on the MiaAI-Lab recipe

MiaAI-Lab / DeepSeek-v4.1-Flash-DGX-Sparks

DeepSeek-V4.1-Flash on 3-4x NVIDIA DGX Sparks

Enntity / sparkglm

Fast, capable GLM-5.3-Flash FP4-Local on two DGX Sparks: opinionated Atlas serving and reproducible inference research.

0xBakeer / TandemLLM

An environment where open models work as agents: a first-level harness with routing, skills, memory and sandboxed tools, on an engine that drafts and verifies its own tokens.

MiaAI-Lab / sparkLimiter

Cap the GPU clock on NVIDIA DGX Sparks across all your machines, persistently

MiaAI-Lab / Qwen3.8-27B-DGX-Spark-TensorFold

Qwen3.8-27B on one DGX Spark (TensorFold)

MiaAI-Lab / Qwen3.8-Flash-Next-Single-DGX-Spark

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

spark-arena / sparkrun

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

bertholomus / deepseek-v4.1-tensorfold-tp2-2xgb10

BertholomusAI recipe: DeepSeek-V4.1-Flash on 2x NVIDIA DGX Spark (GB10), our own TensorFold TP2 engine. Weights: Mia-AiLab EXL3 2.9bpw (MIT).

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

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

Avarok-Cybersecurity / atlas

Pure Rust Inference Engine

jayleaton / glm53-tensorfold-spark

GLM-5.3-Flash (abliterated EXL3) on 2x NVIDIA DGX Spark with the TensorFold engine: 1.8x faster decode than vLLM, 4x256k concurrent threads, byte-exact speculative decoding. Work in progress.

RodriMora / dgx-spark-grafana-dashboard

Grafana dashboard for NVIDIA DGX Spark clusters running vLLM: throughput, contention, and GB10 GPU hardware telemetry (NVIDIA-themed, 55 panels)

sudoingX / dgx-spark-deepseek-v41

DeepSeek-V4.1-Flash on two NVIDIA DGX Sparks: EXL3 weights from the official checkpoint, upstream vLLM with our patches and decode kernels

MiaAI-Lab / Qwen3.8-Flash-Dual-DGX-Sparks-TensorFold

Qwen3.8-Flash-Next on two DGX Sparks with TensorFold

MiaAI-Lab / Qwen3.8-27B-SGLang-DGX-Spark

Qwen3.8 27B on SGLang for DGX Spark

tonyd2wild / GLM-5.3-Flash-NVFP4-DFlash2-2x-DGX-Spark

GLM-5.3-Flash (NVFP4) on 2x NVIDIA DGX Spark - vLLM TP2, 262K context, MTP. World-first deploy recipe: 7 day-0 bugs found and fixed, patched sm121 image, probes and full report.

tonyd2wild / Qwen3.8-Flash-Next-NVFP4-DGX-Spark

Qwen3.8-Flash-Next (NVFP4) on DGX Spark in vLLM: one Spark 43.9 tok/s with our disk-backed n-gram table patch, staged gather and reduced-vocab MTP draft; TP2 SPEED 53.7; TP4 CONTEXT 9M KV pool. Launchers, patch, 40-prompt harness, KV ledger, credits. SGLang TP2 day-0 lane kept.

MiaAI-Lab / GLM-5.3-Flash-NVFP4-Dual-DGX-Spark

2x DGX Spark recipe for LibertAIDAI/GLM-5.3-Flash-NVFP4 (NVFP4, Ray TP=2, multimodal)

kindlingai / kindling-spark-os

Minimal read-only OS image for GB10 (DGX Spark / ASUS GX10) boxes

styles01 / sparkrun-recipes

Custom inference recipes for NVIDIA DGX Spark — Qwen 122B DFlash hybrid

Reederey87 / glm53-flash-exl3-2x-dgx-spark

GLM-5.3-Flash EXL3 (320B MoE) on 2x NVIDIA DGX Spark — production serving kit, 1M context, 97%+ multi-session prefix caching, DFlash2 spec decode

hyudryu / DGX-Spark-Fan-Shroud

Fan Shroud for the Spark platform, for improved cooling performance on long workloads. Full STL/STEP files + electronics schematics

MiaAI-Lab / Ornith-1.5-35B-A3B-DGX-Spark

Serve Ornith-1.5-35B-A3B (NVFP4 + in-checkpoint MTP, 256k ctx) on one DGX Spark — vLLM b12x recipe plus CUDA-graph fixes.

UWorldGX / pkmn_rs_chn_rsc

RSC汉化组汉化的 精灵宝可梦 红宝石/蓝宝石 汉化补丁仓库

dg1kjd / sglang-sxm2

Agentic-coding oriented inference engine for N x V100-SXM2, based on SGLang: GLM-5.3-Flash, Qwen3.8-Flash-Next, DeepSeek-V4.1-Flash, MiniMax-H3.

jnardiello / GLM-5.3-Flash-FP8-4-DGX-Spark-Switchless

GLM-5.3-Flash (FP8) + DFlash2 speculative decoding on 4x NVIDIA DGX Spark / ASUS GX10: vLLM TP4, 256K context, switchless ConnectX-7 ring with patched NCCL

sfxnz / DeepSeek-V4.1-Flash-EXL3-vLLM-2x-DGX-Spark

DeepSeek-V4.1-Flash EXL3 vLLM recipe for 2x DGX Spark (GB10)

alexellis / rigmark

RigMark benchmarks local AI the way coding agents actually use it.

cyring / CoreFreq

CoreFreq : CPU monitoring and tuning software designed for the 64-bit processors.

MiaAI-Lab / DeepSeek-v4-Flash-One-DGX-Spark

DeepSeek v4 Flash EXL3 on one DGX Spark

MiaAI-Lab / DeepSeek-v4.1-Flash-EXL3-2x-DGX-Sparks

DeepSeek v4.1 Flash EXL3 2.9 bpw for 2x DGX Sparks

mmastrac / djev-spark

DiffusionGemma NVFP4 structured decisions on a DGX Spark: container recipe

raullenchai / twinspark

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

0xSero / deepseek-v4-flash-0731-spark-sparkinfer

Pinned one-DGX-Spark Docker recipe for DeepSeek V4 Flash with EXL3, SparkInfer, and 262K NVFP4 MLA KV cache

chadhurley25075-png / pd-bridge

Heterogeneous prefill/decode for DeepSeek-V4-Flash: CUDA prefill (DGX Spark, vLLM) -> Metal decode (Mac Studio, oMLX) over plain 10GbE

0xBakeer / qwen38-flash-next-spark

Run Qwen3.8-Flash-Next (180B) on a single DGX Spark by keeping its 51B n-gram embedding table on NVMe

alexellis / glm-5.3-flash-4x-dgx-spark-switchless

GLM-5.3-Flash (NVFP4) at TP4 across 4x DGX Spark via a switchless RoCE ring + DFlash2 — reproducible recipe