LocalLLaMA

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Community to discuss about Llama, the family of large language models created by Meta AI.

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Quantizing 70b models to 4-bit, how much does performance degrade? (alien.top)

submitted 11 months ago by ae_dataviz@alien.top to c/localllama@poweruser.forum

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The title, pretty much.

I'm wondering whether a 70b model quantized to 4bit would perform better than a 7b/13b/34b model at fp16. Would be great to get some insights from the community.

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[–] Secret_Joke_2262@alien.top 1 points 11 months ago (1 children)

A friend told me that for 70b when using q4, performance drops by 10%. The larger the model, the less it suffers from weight quantization

[–] Nkingsy@alien.top 1 points 11 months ago

Or the more undertrained it is, the more fat can be trimmed