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aux loss should stop gradient to the residual #4

@dmaniry

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@dmaniry

I think this is the original source of the aux loss:
https://transformer-circuits.pub/2024/jan-update/index.html#dict-learning-resampling
they mention stopping the gradient to the residual. Otherwise it fights against the main reconstruction loss.

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