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Sparse Autoencoding on gemma2-2b-layer-13 activations
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100.7
L0
HSAE
47.764
61.507
75.25
88.993
Feb 12, 2026
L0
Variance Explained
P(activ_p | activ_c)
P(activ_c | activ_p)
Hamming Distance
Updated 1mo ago
Evaluation Results
Method
Method
Links
L0
Variance Explained
P(activ_p | activ_c)
P(activ_c | activ_p)
Hamming Distance
HSAE
Sparsity level=L0 ~ 100
2026.02
100.7
0.757
0.747
0.415
46.3
Baseline
Sparsity level=L0 ~ 100
2026.02
100
0.758
0.619
0.317
78.9
HSAE
Sparsity level=L0 ~ 80
2026.02
80.1
0.743
0.749
0.421
36.2
Baseline
Sparsity level=L0 ~ 80
2026.02
80
0.743
0.634
0.326
61.9
HSAE
Sparsity level=L0 ~ 50
2026.02
50.1
0.713
0.769
0.432
21.3
Baseline
Sparsity level=L0 ~ 50
2026.02
49.8
0.714
0.662
0.343
36.1
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