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I can now run a GPT-4 class model on my laptop (The exact same laptop that could just about run a GPT-3 class model 20 months ago) The new Llama 3.3 70B is a striking example of the huge efficiency gains we've seen in the last two years simonwillison.net/2024/Dec/9/l...

simonwillison.netI can now run a GPT-4 class model on my laptopMeta’s new Llama 3.3 70B is a genuinely GPT-4 class Large Language Model that runs on my laptop. Just 20 months ago I was amazed to see something that felt …

This finally inspired me to try downloading and running an llm locally. Jesus does this run slowly. Is the only way to get it faster to get a better GPU?

Yeah, to get good performance you need enough GPU memory to fit the whole model - which is about 40GB for this one, so best off on a high-end Mac laptop or with multiple expensive NVIDIA graphics cards

The Llama 3.2 1B and 3B models run with much less resources and are still really fun to try out though

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