Can ChatGPT REALLY fix your code?

Maya Akim June 27, 2023
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Maya Akim

@maya-akim

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I'm exploring ml/ai world and sharing everything I learn

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Substack: https://www.mayaakim.com/ Medium: https://medium.com/@mayaakim X: https://twitter.com/Maya_Akim Discord: https://discord.gg/GGhr7pyTHD To rent a GPU from Massed Compute ⤵️ https://bit.ly/maya-akim Code for 50% discount: MayaAkim I tried to summarize this very important ml research paper so that we all have better/clearer expectations of ChatGPT and how it can be used for coding and debugging. The research goes into depth when it comes to what type of metrics they've used but I didn't cover that part because it felt like the video might get too congested (but check it out, it's really interesting) Anyways, here are the links to the research papers that I've mentioned in the video: https://arxiv.org/pdf/2303.17651.pdf https://arxiv.org/pdf/2306.09896.pdf Timestamps: 0:00 - 0:55 intro 0:56 - 1:59 demystifying ChatGPT debugging ability 2:00 - 2:34 repair tree 2:35 - 3:00 results 3:01 - 3:31 bottleneck problem 3:32 - 4:05 Vicuna? 4:06 - 5:35 what to do about this 5:35 - 5:45 outro

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