Attention mechanism.

 1 self attention

2 multihead attention.

Refer the new attention system

Including

Multihead latent attention by deep seek

Kolmogorov attention

Fouriet kolmogorov attention.

These all produce effect on memory usage.

https://huggingface.co/blog/Kseniase/attentions?fbclid=IwY2xjawJgyjZleHRuA2FlbQIxMQABHrrek-OgeJ4lHLc-OH6MEuL2nYQT1L6AEfV3fd8x32hI9EV1083JV2w75GM0_aem_ioT_stKCd3E0Y9roAaQN7Q

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