How Does a Data Center Fit Inside Your Laptop?AI needs enormous computing clusters, expensive chips, and a lot of electricity. At least, that is the picture we usually see.
Then someone opens a laptop and runs an AI model without an internet connection.
During training, a language model makes predictions and adjusts billions of numerical values to improve them. These learned values are its parameters, commonly called weights. Together, they shape how it processes a question and generates an answer.
That is what a “20-billion-parameter model” contains: 20 billion learned values. They are not individual facts or ready-made answers. There is no folder marked “French grammar” or a file containing everything the model knows about cooking.
Source: DEV - machine learning — Read the full article on the original site ↗