Data: c4 and codeparrot, about 1:1 sample-wise but 1:4 token-wise mix. Significantly biased for codes (python, go, java, javascript, c, c++). 1 epoch but use 48x instead of 32x default sae.

Params:

batch size 64 * 2048 * 8 = 1048576 tokens
lr automatically according to EAI sae codebase
auxk_alpha 0.03

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