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1:26
YouTube
prashank kadam
vLLM & PagedAttention: How OS Paging Made LLM Serving 2-4x Faster
This video explains PagedAttention and vLLM, which borrow virtual-memory paging from operating systems to manage the transformer KV cache. By slicing memory into small on-demand blocks, vLLM cuts memory waste to near zero and boosts LLM serving throughput 2-4x over systems like Orca and FasterTransformer. 📄 Paper: "Efficient Memory ...
27 views
1 month ago
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