CPU-FIRST INFERENCE ENVELOPE

Fitting the model is not feeding the model.

Every value below is a hypothetical system assumption. This is an analytical envelope, not a Colibri benchmark.

System assumptions

NO ENVELOPE CALCULATEDDECIMAL GB
NVME-LIMITED THROUGHPUT—

— REQUIRED FOR TARGET

Disk footprint—
Resident RAM—
Streamed / token—

Run the sample to separate memory fit from storage throughput.

Disk stores capacity. Bandwidth serves tokens.

Quantized footprint

Total parameters × bits ÷ 8 determines model bytes on disk.

Resident set

Dense weights, active experts, KV cache, and runtime buffers determine working RAM.

Expert traffic

Active expert bytes × cache misses × token rate determines required storage bandwidth.

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