Revert "Error (also in original) model, scaling only q matrix not qk.T dot product (qk.T/sqrt(dim_per_head))" #22444
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Reverts #21627
This PR changed the modeling code and as a result broke training as reported in #22426
Moreover, since the "error" was in the original code from the authors, it's not an error anymore but a feature.
This will be put in the patch v4.27.4