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Did WizardCoder generate data from GPT-4 or GPT-3.5? #1

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Symbolk opened this issue Jul 11, 2023 · 4 comments
Open

Did WizardCoder generate data from GPT-4 or GPT-3.5? #1

Symbolk opened this issue Jul 11, 2023 · 4 comments

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@Symbolk
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Symbolk commented Jul 11, 2023

Thanks for this repo! I am also reading the paper recently, but I did not notice which LLM the WizardCoder used to generated their Evol-Instruct data. According to your implementation, gpt4_azure is used, is it the same with WizardCoder (considering that Microsoft insiders could use the API for free since early this year), or you just guess they used GPT-4?

@swtheing
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Yeah, the paper show the instructions are generated by GPT-4 or GPT-3.5. But, how to generate the response of the new generated instruction is not explicitly shown in their paper. I guess the response should be generated by GPT-4

@Symbolk
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Symbolk commented Jul 11, 2023

Yeah, the paper show the instructions are generated by GPT-4 or GPT-3.5. But, how to generate the response of the new generated instruction is not explicitly shown in their paper. I guess the response should be generated by GPT-4

Do you mean only the ###Response is generated by GPT-4? A third choice is generating programming tasks with GPT-3.5, and then pass the task to GPT-4 to generate the solution.

FIY: As the just leaked GPT-4 detail shows (https://threadreaderapp.com/thread/1678545170508267522.html), GPT-4 is trained 2 epochs for text-based data and 4 for code-based data!

@jaideep11061982
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@Symbolk my objective is to do just batch inferencing in that case what is going to be my prompt template with an eg. if you can explain thanks in advance

@haorannlp
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Hi, did you successfully reproduce the training data?

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