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That's quite interesting. I hadn't thought of sparsity in the weights as a way to compress models, although this is an obvious opportunity in retrospect! I star
by jmorgan 3y ago
That's quite interesting. I hadn't thought of sparsity in the weights as a way to compress models, although this is an obvious opportunity in retrospect! I started doing some digging and found https://github.com/SqueezeAILab/SqueezeLLM https://github.com/SqueezeAILab/SqueezeLLM, although I'm sure there's newer work on this idea.