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Vote nowProduction-ready infrastructure stacks for databases, storage, automation, and self-hosted services.
How we serve DeepSeek-V4-Flash β a 671B-parameter MLA-MoE model β across two NVIDIA DGX Spark (GB10) desksides at production quality, with every tuning decision, patch, and failure-mode documented. Powered by the Dual DGX Spark Cluster Blueprint.
Run Qwen3.8-27B β a 27B-parameter reasoning model β on a single DGX Spark (GB10) at high throughput with 128K+ context, tool calling, and reasoning. No second node, no RoCE fabric, no speculative-decoding patches. The accessible on-prem frontier.