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decoderesearch / SAELens Public

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fix: GatedSAE needs to prevent the model from cheating L0 over steps#546

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jasonrichdarmawan wants to merge 4 commits intodecoderesearch:maindecoderesearch/SAELens:mainfrom

jasonrichdarmawan:fix/norm-auxjasonrichdarmawan/SAELens:fix/norm-auxCopy head branch name to clipboard

Conversation Commits4 (4)Checks Files changed

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fix: GatedSAE needs to prevent the model from cheating L0 over steps#546
jasonrichdarmawan wants to merge 4 commits intodecoderesearch:mainfrom
jasonrichdarmawan:fix/norm-aux

Commits

Commits on Sep 4, 2025

fix: detach grads from gated SAE for aux loss
chanind
committed
fix test
chanind
committed
fix: normalize decoder to prevent the model cheat L1 loss by minimizing the encoder weights and maximizing the decoder weights while making reconstruction loss constant
jasonrichdarmawan
committed

Commits on Sep 11, 2025

fix: normalize decoder weights when computing L_reconstruction
jasonrichdarmawan
committed

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