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AI Hardware Insights

Guides, comparisons and insights on GPUs and local LLM infrastructure.

  • Comparisons

    NVIDIA Tesla V100 32GB vs V100 16GB vs Tesla P40 24GB: Which GPU Is Better for Local LLMs in 2026?

    A GPU with more memory doesn't automatically generate responses faster. Memory bandwidth, compute architecture, software compatibility, and model quantization all affect real-world performance.

    ·12 min read
  • Guides

    How to Choose a GPU for Running LLMs

    What to check before you pick a GPU for a large language model: memory size, a quick memory estimate, memory bandwidth, number formats, software and cooling.

    ·3 min read

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