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

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指标与条件	论文报告	最近可用实测	证据判断
heads: 256 · model: LLaMA-3.1-8B	100 fold	—	尚未评估
	1,000 fold	—	尚未评估
	16 dimensions	—	尚未评估
	100 dimensions	—	尚未评估
	2 bits	—	尚未评估
	5 bits	—	尚未评估
	2 fold	—	尚未评估
	8 fold	—	尚未评估

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.

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