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These 3 AI Stocks Are Poised to Be Big Winners from Amazon's Choice to Block Meta's Muse

Key PointsMuse could be a major catalyst for Shopify, giving new merchants another reason to choose the platform.

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VRAM for local LLMs: why memory bandwidth sets your tokens per second

How much VRAM for an LLM is the wrong first question. The better one is how fast that VRAM is, because a local model generating text reads its entire set of weights from memory for every single token.

  • Memory bandwidth, not VRAM size, determines LLM speed
  • Token generation requires reading all model weights from memory
  • RTX 3090's 936 GB/s bandwidth generates ~90 tokens/second

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