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The answer to this question changes every week.

For compatibility with the OpenAI API one project to consider is https://github.com/go-skynet/LocalAI

None of the open models are close to GPT-4 yet, but some of the LLaMA derivatives feel similar to GPT3.5.

Licenses are a big question though: if you want something you can use for commercial purposes your options are much more limited.




Have you had a chance to look at the Direct Preference Optimization [1] pre-print? It seems like it might help get around RLHF which (as far as I can tell) is the really hard/expensive part of training the best of these models. They said they will release the code soon, so I guess we will found out soon enough.

[1] https://arxiv.org/abs/2305.18290




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