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Cache-aware prefill–decode disaggregation (CPD) for up to 40% faster long-context LLM serving

Mar 4 · · primary fetch1 sourceupdated Mar 4 ·

Serving long prompts doesn't have to mean slow responses. Learn how Together AI's CPD architecture separates warm and cold inference workloads to deliver 40% higher throughput and dramatically lower time-to-first-token for long-context LLM serving.

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  1. together.aiCache-aware prefill–decode disaggregation (CPD) for up to 40% faster long-context LLM servingprimary