Huge AI models can be halved in size without degrading performance

How to reduce the size of artificial intelligence models by 60% can save huge amounts of energy and make them more accessible

technology


January 18, 2023

ChatGPT chatbot on phone screen

AI like chatbots might be able to have AI that is just as good but consumes less power.

Salarco/Alamy

Large artificial intelligence language models, such as those used to run the popular ChatGPT chatbot, can be shrunk in size by more than half without losing much accuracy. This saves a lot of energy and allows you to run your model at home rather than in a large data center.

Many recent advances in artificial intelligence models have resulted from scaling up the number of parameters. That is, the value each model adjusts to…

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