Inside the Model
Sokudo
How It Works

From tokens to a reusable KV cache

01 · Tokenize

Prompt becomes token IDs

Text, whitespace, and ordering determine the exact sequence.

02 · Prefill

Model processes the prefix

Attention layers compute keys and values for every input token.

03 · Store

Prefix state is cached

The reusable state is associated with the exact prefix and cache policy.

04 · Reuse

Matching request skips prefill

Only uncached suffix tokens need fresh computation.

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