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Deploying the 600GB Inkling-NVFP4 Model on Spot A3: A GKE and vLLM Deep Dive

Ok, so, maybe you're a software developer or data scientist who just heard about the new, massive 600GB Inkling-NVFP4 AI model, and you want to try running it yourself without breaking the bank.

  • Deploy 600GB Inkling-NVFP4 model on Spot A3 with 8 H100 GPUs
  • Use official vLLM image to avoid software conflicts and dependencies
  • Adjust maxmodellen and gpumemoryutilization to overcome memory limits

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