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[BUG] Fixes Bottleneck Configs to work with ln_before = True and init_weights = "mam_adapter" #761

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@julian-fong julian-fong commented Nov 28, 2024

Fixes #745

When "mam_adapter" is specified, the code will now look for the nn.Linear or PHMLayer inside the self.down_adapter layer sequence and apply the initialization on the correct layer

edit: also removes an extra block of code in the AdapterPlus notebook

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Bottleneck Configs do not work with ln_before = True and init_weights = "mam_adapter"
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