MiaAI-Lab / DeepSeek-v4.1-Flash-1017-2x-DGX-Sparks
DeepSeek-V4.1-Flash-1017 EXL3 on 2x DGX Sparks with TensorFold
MiaAI-Lab / DeepSeek-v4.1-Flash-1017-2x-DGX-Sparks
MiaAI-Lab / sparkLimiter
Cap the GPU clock on NVIDIA DGX Sparks across all your machines, persistently
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.
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.
eugr / spark-vllm-docker
Docker configuration for running VLLM on dual DGX Sparks
cyring / CoreFreq
CoreFreq : CPU monitoring and tuning software designed for the 64-bit processors.
MiaAI-Lab / DeepSeek-v4-Flash-DSpark-2x-DGX-Spark
DeepSeek-v4-Flash 0731 recipe for 2x DGX Sparks
NVIDIA / dgx-spark-playbooks
Collection of step-by-step playbooks for setting up AI/ML workloads on NVIDIA DGX Spark devices with Blackwell architecture.
Soulmate-Halo / heterogeneous-gpu-pd-lab
ไฝฟ็จ็จ ๅฏ็ฎๅๅกๅฏน็จ็ๅคงๆพๅญไธปๆบ่ฟ่กๅ ้๏ผไธปๆบๅ ๆฌ AI Max+ 395ใM3 512GใDGX Spark ็ญใ
MiaAI-Lab / sparkDash
sparkDash โก โ Multi-DGX Spark Monitoring Dashboard
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
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
MiaAI-Lab / Qwen3.8-27B-SGLang-DGX-Spark
Qwen3.8 27B on SGLang for DGX Spark
MiaAI-Lab / GLM-5.3-Flash-EXL3-2x-DGX-Sparks-TensorFold
GLM-5.3-Flash EXL3 on 2x DGX Spark with TensorFold
blazux / qwen3.8-Flash-DGX
recipe for running Qwen3.8-Flash-Next on a single DGX Spark
MiaAI-Lab / Qwen3.8-Flash-Next-Dual-DGX-Sparks
Qwen3.8-Flash-Next-NVFP4-vLLM-Dual-DGX-Spark
MiaAI-Lab / DeepSeek-v4-Flash-One-DGX-Spark
DeepSeek v4 Flash EXL3 on one DGX Spark
FengZhenfei / carrel
Ontology-Augmented Generation for AI agents.
MiaAI-Lab / Qwen3.8-Flash-Next-Single-DGX-Spark-TensorFold
Qwen3.8 Flash Next on one DGX Spark (TensorFold)
MiaAI-Lab / DeepSeek-v4.1-Flash-EXL3-2x-DGX-Sparks
DeepSeek v4.1 Flash EXL3 2.9 bpw for 2x DGX Sparks
MiaAI-Lab / DeepSeek-v4.1-Flash-DGX-Sparks
DeepSeek-V4.1-Flash on 3-4x NVIDIA DGX Sparks
maliubiao / dgx-spark-2-deepseek-flash-0731
setup guide for deepseek-flash-0731 on two dgx-spark from scratch
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.
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.
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
drowzeys / keys-Wasserman-Slate-AI-Studio-powered-by-TensorFold-built-with-integrated-Fish-Audio-Drama3
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.
tonyd2wild / DeepSeek-V4.1-Flash-vLLM-DGX-Spark
DeepSeek-V4.1-Flash (552B MoE, MXFP4 experts, 1M ctx) on four NVIDIA DGX Sparks with vLLM TP4: Engram-on-disk patch, sm121 kernel build, launchers, measured numbers
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.
0xBakeer / deepseek-v41-flash-spark
DeepSeek-V4.1-Flash on a single DGX Spark (GB10): resident hot experts + NVMe streaming, DSpark, OpenAI API. Work in progress.
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
HawkBearPig / dgpp
Optimized inference for the DGX Spark and spark clusters
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.
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 โ reproducible recipe
MiaAI-Lab / Qwen3.8-27B-DGX-Spark-RTX-6000
Qwen3.8 27B for DGX Spark / RTX 6000 PRO
0xSero / DeepSeek-V4.1-Flash-Two-Sparks
DeepSeek-V4.1-Flash on two DGX Sparks: EXL3 routed experts, 262k context, 2M-token KV, vision, tools, MTP, bundled with Pi
jiayuqi7813 / DeepSeek-V4-Flash-0731-CRACK-2x-DGX-Spark
Reproducible refusal-subspace editing and TP=2 deployment of DeepSeek V4 Flash 0731 on two DGX Sparks
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 โ Qwen 122B DFlash hybrid
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.
MiaAI-Lab / GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks
GLM-5.2 NVFP4+AQLM on 3ร DGX Spark โ 380k context MTP serve stack
juliankang4 / spark-scope
Read-only dashboard and rack panel for NVIDIA DGX Spark-class nodes, other NVIDIA GPU Linux machines and Apple Silicon Macs running vLLM, SGLang, TensorFold, llama.cpp, Strata or oMLX
stevibe / SparklingKit
Local-first AI workbench for OCR, transcription, translation, image generation, mind maps and composable workflows. Built for DGX Spark.
ciprianveg / gb10-vllm
vLLM inference solutions for NVIDIA GB10 (DGX Spark, sm121) โ KIMI-K3 B12X_MLA + DSpark, GLM-5.2
Enntity / sparkglm
Fast, capable GLM-5.3-Flash FP4-Local on two DGX Sparks: opinionated Atlas serving and reproducible inference research.
Reederey87 / glm53-flash-exl3-2x-dgx-spark
GLM-5.3-Flash EXL3 (320B MoE) on 2x NVIDIA DGX Spark โ production serving kit, 1M context, 97%+ multi-session prefix caching, DFlash2 spec decode
vcruz305 / Qwen3.8-Flash-Next-EXL3-DGX-Spark-recipe
Serve Qwen3.8-Flash-Next (turboderp ExLlamaV3 pack) on one NVIDIA DGX Spark with exllamav3
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
joeynyc / MiniMax-H3-DGX-Spark
Measured SM121 compatibility recipe for MiniMax H3 FL2VA on one NVIDIA DGX Spark with vLLM-Omni and online FP8.
sxuff / qwen38-flash-next-dgx-spark
Verified Qwen3.8 Flash-Next GGUF recipe for one NVIDIA DGX Spark or ASUS Ascent GX10
joeynyc / MiniMax-H3-2x-DGX-Spark
One MiniMax H3 FL2VA video generated cooperatively across two NVIDIA DGX Sparks.
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.
tonyd2wild / GLM-5.3-Flash-NVFP4-1M-KV-4x-DGX-Spark
GLM-5.3-Flash (320B MoE) at TP4 across four DGX Sparks, same day as the model drop: 36 tok/s, 1.26M-token FP8 KV pool, 262K context, MTP spec decode. First TP4 glm5_next outside B200 hardware. Full patched-image recipe + the GB10 memory study.
0xBakeer / Qwen3.8-27B-FP8-on-a-single-DGX-Spark
Serving Qwen3.8-27B-FP8 on a single DGX Spark (GB10): 7.88 to 58.5 tok/s single-stream from decode strategy alone, weights untouched. Speculative decoding and prefix caching benchmarked, plus DFlash 2 โ the only Qwen3.8-27B build that can serve it under vLLM.
mfranzon / DGX-models
3D models for DGX cases