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Continuous batching from first principles

This is a blog post that explains continuous batching for LLM inference, starting from attention mechanisms and KV caching, and deriving the technique by optimizing for throughput.

From the source
TL;DR: in this blog post, starting from attention mechanisms and KV caching, we derive continuous batching by optimizing for throughput.
huggingface.co

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Announced: 25 Nov 2025 00:00 UTC
Detected: 03 Aug 2026 21:12 UTC (+251d after)

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