smaller than even a GPT one by exploiting bidirectionality in this dense training function can actually outperform GPT one in two days on a single be 100 whereas gbg1 was 25 days on 8p 6000 partially this is because I have P 16 verse F P 32 but it really shows like how you know I think unfortunately some people have and it kind of makes sense because I've talked about the importance of scale what not you know some people have kind of like written this whole subfield office like whoever has the most GPUs is gonna win and you know oh