0xSero/dgx-spark-fleet

Perfil de 0xSero

Última actividad de origen registrada: 25 de septiembre de 2026 a las 22:27

Catálogo de SkillsMP actualizado: 17 de octubre de 2026 a las 00:09

skills recopiladas: 1

Estrellas en GitHub: 1
Forks en GitHub: 0

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# dgx-spark-fleet An agent skill for setting up and running 1 to 4 NVIDIA DGX Sparks: first boot, linking them, the best models for each fleet size, and fixes. The skill reads only what it needs. `SKILL.md` asks how many Sparks you have, then opens one file: ``` skills/dgx-spark-fleet/ ├── SKILL.md # router + key facts └── references/ ├── 1-spark.md # first boot, remote access, first model, one-Spark recipes ├── 2-sparks.md # cable, netplan, SSH, NCCL test, two-Spark recipes ├── 3-sparks.md # three-cable ring, three-Spark recipes ├── 4-sparks.md # switch or switchless ring, four-Spark recipes ├── models.md # model index: best model per fleet size, measured speeds └── troubleshooting.md # common failures and fixes ``` ## Install Copy the skill folder into your agent's skills directory: ```bash git clone https://github.com/0xSero/dgx-spark-fleet.git cp -r dgx-spark-fleet/skills/dgx-spark-fleet ~/.claude/skills/ # Claude Code # or ~/.codex/skills/, ~/.omp/agent/skills/, or your project's skills folder ``` Then ask your agent things like "set up my two Sparks" or "what's the best model for three Sparks?". ## Best model per fleet size (September 2026) | Sparks | Model | Single-user speed | |---|---|---| | 1 | Qwen3.6-35B-A3B (NVFP4) | 95 tok/s | | 1 | Qwen3.8-Flash-Next (NVFP4) | 49 tok/s on prose | | 2 | GLM-5.3-Flash (EXL3 4-bit) | 27 prose, 65 JSON | | 3 | DeepSeek-V4.1-Flash (native) | 51 prose | | 4 | DeepSeek-V4.1-Flash (TP4) | 59 prose, 110 code, 121 JSON | Full index with recipes and sources: [`references/models.md`](skills/dgx-spark-fleet/references/models.md). ## Sources - NVIDIA [DGX Spark playbooks](https://build.nvidia.com/spark) ([GitHub](https://github.com/NVIDIA/dgx-spark-playbooks)) for every setup and networking command - [MiaAI Lab](https://github.com/MiaAI-Lab) recipes, [Local Inference Lab](https://github.com/local-inference-lab) kernels (b12x) - My speed tests: [local-ai-registry](https://github.com/0xSero/local-ai-registry) - Longer write-up: *An introduction to the DGX Spark* (Notion) ## License MIT

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Set up and run 1 to 4 NVIDIA DGX Sparks (GB10) for local AI. Covers first boot, linking Sparks (cable, 3-Spark ring, 4-Spark switch or ring), picking and serving the best models per fleet size, monitoring, and fixes. Use when someone owns or is buying DGX…

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2026-09-25

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