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Without knowing how well other models would do on their infrastructure it's hard to forecast how Devin might improve as a result of better models. I'd like to see it use other models so we could see the difference in the benchmark. My own guess is that the improvement is a one-off and further scaling won't lead to much better performance.

More interesting is whether they managed to implement some kind of search in the model and how it is implemented. I know they mentioned using "RL methods", but they didn't elaborate on it.

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