add head_dim setting when diff from hidden // heads #78
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This is need for MistralNemo
Also these papers refer to a 6/6 layers 16 heads 1024 hidden 8192 ffn BUT with 128 head dim (which is different from 1024//16):
[I had hard time to find out why 551M params for their transformer)
https://arxiv.org/pdf/2311.05350
https://arxiv.org/pdf/2310.06707