gpu requirements

2 articles

Kimi K2 Hardware Requirements: VRAM, Nodes and Cost to Run

A 2026 guide to Kimi K2 hardware requirements covering VRAM and GPU needs, quantization tiers from 245GB to 1.09TB, Moonshot's 16-GPU node configuration, and self-hosting versus API cost.

7/22/2026• 41 min read

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NVIDIA Nemotron 3 Ultra Hardware Requirements: VRAM and Cost

A 2026 analyst guide to NVIDIA Nemotron 3 Ultra hardware requirements: VRAM, minimum GPU counts for BF16 and NVFP4, DGX Spark and DGX Station paths, node configurations, and per-token self-hosting versus API costs.

7/22/2026• 36 min read

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