#A.I. Recently, Microsoft Research published the LASER method: ”Layer-Selective Rank Reduction” in this recent, very popular paper The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction And it got a lot of...

#A.I. Have you ever had to sort through HuggingFace to find your best model ? There are over 54,000 models on HuggingFace! So it’s not an easy task. Most people just choose the most popular model–and this is usually BERT. Or some BERT variant. B...

#A.I. In the next few posts, I am going to discuss how to use the generalization metrics included in the open-source weightwatcher tool. The goal is to develop a general-purpose tool can that you can use, among other things, to predict (tends in) t...

#A.I. There is no excerpt because this is a protected post. via https://AIupNow.com Charles H Martin, PhD, Khareem Sudlow ...

#A.I. I am frequently asked, why does weightwatcher work ? The weightwatcher tool uses power law fits to model the eigenvalue density of weight matrices of any Deep Neural Network (DNN). The average power-law exponent is remarkably well correlat...