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A guide to AI inference covers prefill, decode and KV cache

Its author says it’s the first conceptual guide aimed at getting more performance from a local setup.

merveME
1 Source, 1h ago, first seen 1h ago

TLDR

A user says understanding inference can help people get more performance from a local setup. They’re sharing conceptual guides, starting with one on prefill, decode, KV cache and what to optimize for.

Combined views

4.8K

1 Source, first seen 1h ago

125 likes7 comments104 saves13 reposts

Combined views

4.8K

1 Source, first seen 1h ago

125 likes7 comments104 saves13 reposts

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Featured Source

Sentiment

Positive——Negative

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Not enough discussion yet.

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1 Source

merve@mervenoyannif you want to get every last bit of performance out of your local setup, you need to know a bit about inference 🥵 but we've got you covered, shipping conceptual guides 🔥 here's the first one about prefill, decode, KV cache what you should optimize for 🙌🏻1h
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    1 Source

    merve@mervenoyannif you want to get every last bit of performance out of your local setup, you need to know a bit about inference 🥵 but we've got you covered, shipping conceptual guides 🔥 here's the first one about prefill, decode, KV cache what you should optimize for 🙌🏻1h
    Today's Rank

    #9

    Today's Rank

    #9