Attention heads are strongly heterogeneous in spectral distortion and in their jointly selected rank/bit operating points; C2 consequently assigns non-flat head budgets and substantially flattens residual distortion.

Attention heads are strongly heterogeneous in spectral distortion and in their jointly selected rank/bit operating points; C2 consequently assigns non-flat head budgets and substantially flattens residual distortion. · 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
heads: 256 · model: LLaMA-3.1-8B	100 fold	—	Not assessed
	1,000 fold	—	Not assessed
	16 dimensions	—	Not assessed
	100 dimensions	—	Not assessed
	2 bits	—	Not assessed
	5 bits	—	Not assessed
	2 fold	—	Not assessed
	8 fold	—	Not assessed

Attention heads are strongly heterogeneous in spectral distortion and in their jointly selected rank/bit operating points; C2 consequently assigns non-flat head budgets and substantially flattens residual distortion.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results