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Benchmarks
Sparse Autoencoding on Pythia 70M (layer-3 residuals)
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33.9
Achieved L0
AEN-SAE
15.284
20.117
24.95
29.783
May 6, 2026
Achieved L0
Dead Neurons (%)
Explained Variance
p90 Coherence
Max Coherence
Updated 26d ago
Evaluation Results
Method
Method
Links
Achieved L0
Dead Neurons (%)
Explained Variance
p90 Coherence
Max Coherence
AEN-SAE
Target l0=≈ 32
2026.05
33.9
1.3
71.9
62.8
96.3
TopK
Target l0=≈ 32
2026.05
32
13.9
76
32.9
98.9
AEN-SAE
Target l0=≈ 16
2026.05
18.2
6.6
63.2
68.5
93.6
TopK
Target l0=≈ 16
2026.05
16
2.3
68
32.6
98.6
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