![[Pasted image 20250913225254.png]] # what do you mean when you say # a language model is worth 96 excel tables? # this can't be true, can it? --- << embed a 30 sec video of << going to hugging face for a model << downloading one file << opening python script to load the tensor << showing the visualization --- # when we say "language model", # we mean it! # this technology models our language, which in practice involves estimating a probability distribution over a vocabulary --- # wtf did you just say? ## probability distribution ever seen this? << insert a gaussian curve << preferably not a screenshot but a js script << embeddable in obsidian?! ## vocabulary ever heard of ai needed huge datasets to learn from? in practice, ai researchers ... - batches - self supervised learning - 100.000 iterations --- hence, # each ai model is a table with numbers # those tables represent a probability distribution # which generates new words on the basis of the words that come before in a sentence ---