Unverified50% confidenceFactExact time
BitLinear keeps two scaling factors, one for weights and one for activations, to restore the scale information lost in quantization.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLinear readability means that an attribute is distributed roughly along a fixed direction in the representation space, so downstream computation in the model needs only a single weighted sum to extract it, at low cost and with high stability; if the attribute can only be recovered through multi-layer nonlinear transformations, this indicates that it is more deeply entangled in the representation and harder to use effectively during fine-tuning.58% similarUnverifiedTaking the absolute value cannot recover RoPE's decay phenomenon, because the absolute value loses phase direction information, and the decay is a phase phenomenon.55% similarUnverified备份321原则指3份副本、2种存储介质、1份异地，能降低极端故障场景下数据彻底丢失的风险55% similarUnverifiedXGBoost对不平衡数据具有鲁棒性，可通过scale_pos_weight参数和SMOTE过采样、Focal Loss提升少数类召回率55% similarUnverifiedBranch-based restores reduce the complexity of recovery operations from O(data size) to near O(1) metadata writes.55% similar
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