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Are Attention Layers Doing Great Things?
Tree, Tree is mentioning or referring to a couple works that we actually don't have out yet, but we'll be releasing probably in the next couple of weeks. We did some deep dives into exactly kind of what these remaining attention layers are doing. And we found that maybe it's possible to, to kind of remove them. One super simple idea that that we had was just, one of our landmates named Michael Polly came up with and he thought, okay, I'll just add more. So, so we're very excited about that. But if you only have two or three attention layers and you scale up really long, you only have to pay the cost of long context for one