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Do the KV Cache Math Before You Pick a Context Length

Your model weights fit comfortably into GPU memory, the inference server boots cleanly, and your initial smoke test returns tokens without a hiccup. You feel good about your setup. Then real traffic arrives with longer prompts and multiple users hitting the endpoint at once. Suddenly the process cr…

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  1. 2026-11-10 19:17 · DEV Community — Machine Learning
    Do the KV Cache Math Before You Pick a Context Length

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