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Paul Gauthier 2023-11-07 14:25:46 -08:00
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@ -44,15 +44,17 @@ For now, I have only benchmarked the GPT-4 models using the `diff` edit method.
This is the edit format that aider uses by default with gpt-4.
- The new `gpt-4-1106-preview` model seems **much faster** than the earlier GPT-4 models. I won't be able to properly quantify this until the rate limits loosen up.
- **It seems better at producing correct code on the first try**. It gets ~56% of the coding exercises correct, without needing to see errors from the test suite. Previous models only get 46-47% of the exercises correct on the first try.
- The new model seems to perform similar (~66%) to the old models (63-64%) after being given a second chance to correct bugs by reviewing test suite error output.
- **It seems better at producing correct code on the first try**. It gets
~57% of the coding exercises correct, without needing to see errors from the test suite. Previous models only get 46-47% of the exercises correct on the first try.
- The new model seems to perform similar
(~66%) to the old models (63-64%) after being given a second chance to correct bugs by reviewing test suite error output.
**These are preliminary results.**
OpenAI is enforcing very low
rate limits on the new GPT-4 model. The limits are so low, that
I have only been able to attempt
110
out of 133 exercism problems.
113
out of the 133 Exercism problems.
The problems are selected in random order, so results should be *roughly*
indicative of the full benchmark.