The effective-bpd accounting assigns method-specific per-token metadata overheads: +1.0 bpd to KIVI and GEAR, +0.16 to KVQuant, and zero to the rotation/SVD methods; fixed bases are excluded as amortized at T=32,768.

The effective-bpd accounting assigns method-specific per-token metadata overheads: +1.0 bpd to KIVI and GEAR, +0.16 to KVQuant, and zero to the rotation/SVD methods; fixed bases are excluded as amortized at T=32,768. · CiteArk

Measurement results

0/8 assessed

0 supported0 disputed or conflicting8 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
method: KIVI · headDimension: 128	1 bits per dimension	—	Not assessed
method: KVQuant · headDimension: 128	0.16 bits per dimension	—	Not assessed
method: GEAR · headDimension: 128	1 bits per dimension	—	Not assessed
method: TurboQuant · headDimension: 128	0 bits per dimension	—	Not assessed
method: SVDq · headDimension: 128	0 bits per dimension	—	Not assessed
method: KQ-SVD · headDimension: 128	0 bits per dimension	—	Not assessed
method: KV-COBRA · headDimension: 128	0 bits per dimension	—	Not assessed
contextLength: 32768 · residualTokens: 128	0.07 bits per dimension	—	Not assessed

The effective-bpd accounting assigns method-specific per-token metadata overheads: +1.0 bpd to KIVI and GEAR, +0.16 to KVQuant, and zero to the rotation/SVD methods; fixed bases are excluded as amortized at T=32,768.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results