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YouTube — Matthew Berman

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How DeepSeek Uses Less Memory

the supply is constrained and thus the prices rise. So going back to DeepSeek, the KV cache only needs a fourth of the HBM and then they also need 1/8 of the SSD storage. Well, they're able to serve many more tokens without necessarily having to pay for all that memory. The…

YouTube — Matthew BermanBy: Matthew BermanOctober 18, 2026 (3 days ago)
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AI Summary & Key Takeaways

  • the supply is constrained and thus the prices rise
  • So going back to DeepSeek, the KV cache only needs a fourth of the HBM and then they also need 1/8 of the SSD storage
  • Well, they're able to serve many more tokens without necessarily having to pay for all that memory
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