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Control Extra Params (use Adapter 16x reduction size as control) #25

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@yongzx

The following info is for Bloom-1.3B and embedding-and-MADX-adapters (with replace strategy) with the default bottleneck reduction size of 16.

Total frozen parameters: 1208602624
Total trainable parameters: 24979456
Total emb parameters: 20488192
Total MAD-X adapter parameters: 4,491,264

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