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was we tried to build the entire LM software stack around peak GPU efficiency meaning we're using Nvidia GPUs we wanted to squeeze out more tokens from the same chip than anyone else in the world and that starts with the lowest level of programming kernels it's actually my background I spent my whole life actually uh my whole professional life working on GPUs and kernels in Nvidia was my first job while I was in college and uh I got to see how the tensor cores got to earn their right to be on the chip. This is back in 2016. >> Just describe what that means for for the lay person.

was we tried to build the entire LM software stack around peak GPU efficiency meaning we're using Nvidia GPUs we wanted to squeeze out more tokens from the same chip than anyone else in the world and that starts with the lowest level of programming kernels it's actually my background I spent my whole life actually uh my whole professional life working on GPUs and kernels in Nvidia was my first job while I was in college and uh I got to see how the tensor cores got to earn their right to be on the chip.

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