Unverified50% confidenceFactExact time
HRR's bundle() averages angles, making unbind and bundle non-commutative; when recovering 1, 2, 3, 5, 9, and 17 components from a bundle, the recovered values were all approximately 0.000.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe output of the low-rank residual adapter is added back to the original activation values in residual form, and its size is typically only 0.1%–1% of the original layer weights.57% similarUnverifiedL and M levels barely survive at about 10% coverage; H level can recover from about 30% coverage.53% similarUnverifiedThe model's recall for high/VP attachment (N1) is as high as 99.71%, while its recall for low/NP/embedded attachment (N2) is only 89.26%.52% similarUnverifiedAfter rebuilding the configuration under the same public identifier on the same day, the model-minus-uniform endpoint value decreased by 0.0429 (H-minus-R comparison 95% CI: [+0.0182, +0.0667]), and with six configuration components changing simultaneously it was impossible to isolate which component caused the difference.52% similarUnverifiedOn the hard tier, recall@5 improved from 0.000 to 0.955 (under default blending weights), and reached 1.000 when using the lower-bound variant.51% similar
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