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Find the best local and global attention ratio. #55

@RohanKhanBD

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@RohanKhanBD

Gemma3 models use sliding window attention for few layers and global attention for few layers.

The ratio of this in gemma3 is 1/5 for global attention.
Find the best ratio to use so the model is fast yet performs well.

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