Author

V. Iyer

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Preprint Aug 2026

Dual-Node NVIDIA DGX Spark over Tailscale: A Remote-Access Testbed for Distributed LLM Training and Cyber-Threat-Intelligence Fine-Tuning

A proof-of-concept deployment of distributed NanoChat pretraining across two NVIDIA DGX Spark systems is presented, establishing feasibility rather than a scaling-efficiency claim, since single-node throughput used for comparison was estimated, not measured under matched conditions.

V. Iyer · 0 citations