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

测量结果

已评估 0/8 项

获得支持 0有争议或冲突 0尚未评估 8

保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。

每行是一项测量，分别显示论文报告、最近可用实测和累计证据状态。
指标与条件	论文报告	最近可用实测	证据判断
method: KIVI · headDimension: 128	1 bits per dimension	—	尚未评估
method: KVQuant · headDimension: 128	0.16 bits per dimension	—	尚未评估
method: GEAR · headDimension: 128	1 bits per dimension	—	尚未评估
method: TurboQuant · headDimension: 128	0 bits per dimension	—	尚未评估
method: SVDq · headDimension: 128	0 bits per dimension	—	尚未评估
method: KQ-SVD · headDimension: 128	0 bits per dimension	—	尚未评估
method: KV-COBRA · headDimension: 128	0 bits per dimension	—	尚未评估
contextLength: 32768 · residualTokens: 128	0.07 bits per dimension	—	尚未评估

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.

报告指标与观测值

Assessment（0）

关联运行（0）

测量结果