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YouTube — PyTorch Official

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Where the Blocks Live: Tier-Aware KV-Cache Routing for vLLM at Scale

Hi, I'm Pongup Pak from War at PyTorch Conference North America 2026. I'm presenting a poster called where the block lives. When GPU memory fmflows the KB cache to CPU or storage and LMD tracks where every block lives and sends each request to its cache. You will see when CPU is…

YouTube — PyTorch OfficialBy: PyTorchOctober 20, 2026 (17 hours ago)
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AI Summary & Key Takeaways

  • Hi, I'm Pongup Pak from War at PyTorch Conference North America 2026
  • I'm presenting a poster called where the block lives
  • When GPU memory fmflows the KB cache to CPU or storage and LMD tracks where every block lives and sends each request to its cache
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