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
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.
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.
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
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.
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.
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
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)
MiaAI-Lab / GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks
GLM-5.2 NVFP4+AQLM on 3× DGX Spark — 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.
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 — 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 — the only Qwen3.8-27B build that can serve it under vLLM.
0xSero / GLM-5.3-Flash-DGX-Spark
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0xBakeer / Qwen3.8-27B-4-bit-on-a-single-DGX-Spark
Serving 4-bit Qwen3.8-27B on a single DGX Spark (GB10): 75 tok/s single-stream, 246 tok/s aggregate at 8-way concurrency. NVFP4 vs MixedInt4-AutoRound vs the FP8 baseline, measured on one harness — including why the quantization advantage collapses to +0.2% by c16.
drowzeys / keys-heretic-MiniMax-H3-sol-engine-more-speed-upgrades-upscaler-finish-Single-DGX-Spark
MiniMax-H3 on single DGX Spark: keys Sol-Engine ports + Heretic TE + Spectrum/Sage speed + 0.5MP upscaler finish. Formal bench included.
tonyd2wild / The-Sparky-Command-Center
Plug-and-play, dependency-free web command center for DGX Spark fleets (and any GPU boxes): live per-node GPU/CPU/mem/temps/power, optional RouterOS switch monitoring, and per-model decode/prefill/TTFT/KV cards. Point it at your own hardware.
tonyd2wild / MiMo-V2.6-Flash-DGX-Spark-Recipe
MiMo-V2.6-Flash-RL on 2x NVIDIA DGX Spark (GB10): vLLM TP2 + DFlash + vision/audio, fp8 KV 300K, four fixes for the stock image, measured baselines
MiaAI-Lab / MiMo-V2.6-Flash-2x-DGX-Sparks
MiMo-V2.6-Flash for 2x DGX Sparks
drowzeys / keys-DGX-Sparkticus-Ultimate-Power-Pack-Unleashed-Dual-DGX-Sparks-Needed
keys-DGX-Sparkticus Utimate Power Pack Unleashed (Dual DGX-Sparks Needed)
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
christopherowen / dgx-spark-networking
Switchless RoCE collectives, NCCL profiles and fabric tooling for DGX Spark inference recipes
hyudryu / DGX-Spark-Fan-Shroud
Fan Shroud for the Spark platform, for improved cooling performance on long workloads. Full STL/STEP files + electronics schematics
knapcio / GLM-5.3-Flash-4x-DGX-Spark-TP4
GLM-5.3-Flash NVFP4 on 4x NVIDIA DGX Spark: vLLM TP4, DFlash2 adaptive draft, measured FP8 vs NVFP4 vs EXL3 vs SGLang
pangoleen / qwen3.8-27b-dgx-spark-dflash2
Qwen3.8-27B on one DGX Spark: SGLang + DFlash2 recipe, engine image, benchmarks, data and charts. By @redp314
drowzeys / keys-SM121-Optimized-MiniMax-H3-Nvidia-Sol-Engine-Kijai-SolAttn_Triton-Single-DGX-Spark
MiniMax-H3 33B audio+video DiT accelerated 1.54x on a single NVIDIA DGX Spark (GB10, sm_121): NVIDIA Sol-Engine FirstBlockCache + batched VAE decode ported to single-GPU ComfyUI, Sol-Attn patched for compute 12.1, kijai Triton INT8/TMA kernels. Benchmarks, charts, one-shot installer, agent recipe.
azampatti / GB10-3.8-Flash-Next
A script to launch Qwen3.8-Flash-Next in a single DGX-Spark (or its variants) at 40+ tok/s inference speed.
MiaAI-Lab / Qwen3.8-27B-DGX-Spark-TensorFold
Qwen3.8-27B on one DGX Spark (TensorFold)