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DeepSeek R1 just got a 2X speed boost, the code for the boost was written by R1 itself!
(simonwillison.net)
this post was submitted on 28 Jan 2025
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I'm still impressed because it was able to look at the existing solution, recognize a bottleneck, and write the code to address it. Most code is very boring, you don't need genius solutions in it. And this could be of huge help for developers as well where you could have it analyze code and suggest where improvements can be made. It could be faster than profiling things.