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GPT-4 Turbo as judge and polar plot script #2734

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lionelchg
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@lionelchg lionelchg commented Nov 26, 2023

Why are these changes needed?

Since GPT-4-Turbo is the new standard that tops GPT-4, it should be added to the list of available judges. Doing so changes the actual scores of LLMs which are lowered:

Model GPT-4 Judge GPT-4-Turbo Judge
GPT-3.5-Turbo 7.944 6.750
GPT-4 8.991 7.743
GPT-4-Turbo 9.259 9.412

The corresponding polar plots for GPT-4 and GPT-4-Turbo are as follows:

  • GPT-4 Judge:
    polar_plot

  • GPT-4-Turbo Judge:
    polar_plot

A script polar_plot.py has also been added with a json configuration file to easily produce the polar plots.

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  • I've run format.sh to lint the changes in this PR.
  • I've included any doc changes needed.
  • I've made sure the relevant tests are passing (if applicable).

@infwinston
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Thanks @lionelchg! This is very useful information. We'll explore whether gpt-4-turbo as judge works better.

For this PR, we may want to keep llm-judge main directory minimal. Could you create a misc directory and move the plotting script and all the configs under it?

@lionelchg
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lionelchg commented Nov 28, 2023

I have put all the config files and scripts inside a misc/ directory and updated the README.md accordingly 😄

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3 participants