Open Source

AI enthusiast's dual Inspur AGX-2 rig hits 512GB VRAM

⚑One Reddit user's 16x V100 setup now has room for the largest LLMs

Deep Dive

A Reddit user, u/UltraFOV, shared that they now have a full 512GB of VRAM β€” but already think they’ll need a third one soon, since LLMs keep getting absurdly huge.

Key Points
  • 16x NVIDIA V100 (32GB) GPUs across two Inspur AGX-2 servers
  • 512GB total VRAM enough for 405B-class LLMs in quantized form
  • User plans to add a third AGX-2 as open-source models continue to grow

Why It Matters

Shows a niche but growing demand for massive on-prem VRAM to run open-source LLMs at home.

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