[embedding-shape]

It's a generic comment that I don't think is even specifically about Kimi Linear or this submission, you could leave the same comment on almost any AI/ML submission and it'd say the same amount and be as relevant/irrelevant.

[hirako2000]

Agreed it would apply to any method or system that improved on efficiency. It doesn't diminish the feat. Not trying to minimize the impact of Kimi linear's gain. It is a novel and outstanding benefit applicable to LLMs.