Modular(@Modular):Optimizing large scale inference systems is what we do, so we decided to write down what we know. Our LLM Inference Handbook is a free reference covering TTFT, TPOT, goodput, continuous batching, chunked prefill, prefix caching, KV cache math, prefill-decode disaggregation, quantization, and more. It includes 20+ interactive visualizations, is updated continuously, and is open to PRs.

Modular

@Modular

Building AI’s unified compute layer. We are hiring → 🚀

参加 January 2022

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Modular@Modular

2026.09.21 20:58

Optimizing large scale inference systems is what we do, so we decided to write down what we know. Our LLM Inference Handbook is a free reference covering TTFT, TPOT, goodput, continuous batching, chunked prefill, prefix caching, KV cache math, prefill-decode disaggregation, quantization, and more. It includes 20+ interactive visualizations, is updated continuously, and is open to PRs.