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I assume you haven't tried Alpaca (which hasn't been released), only Llama. See the instruction fine tuning section in the article.

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They currently only supports a single input/response format of input right? Multi turns will be more challenging to handle.

I am optimistic for 30B or 66B to catch up with OpenAI, but 7B is unlikely to have the same quality.

Here is a sample chatbot style conversation I had locally with LLAMA 30B 4bit quantization on a 3090 RTX (generation speed 5 tokens per second):

https://i.imgur.com/V4lzLz7.png

It does quite well at simple reasoning. More complex stuff, it does struggle sometimes, but I am impressed by the output and the fact that it even runs on my computer.

I used the oobabooga repository on Ubuntu 22.

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