prefill-phase

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#prefill-phase

"I dumped a 40-page PDF on ChatGPT and it replied instantly. Let's crack how."

Reddit r/artificial · 2026-07-13

A detailed breakdown of why uploading a large PDF to ChatGPT doesn't significantly slow response times, covering techniques like streaming, KV caching, and parallel prefill phase.

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#prefill-phase

@pallavishekhar_: Continuous Batching in LLMs Read here: https://outcomeschool.com/blog/continuous-batching-in-llms…

X AI KOLs Timeline · 2026-06-30 Cached

A blog post explaining continuous batching, a technique for improving LLM serving throughput by dynamically adding new requests to a batch as old ones finish, keeping the GPU busy and reducing idle time.

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