With a powerful enough PC, you don't need a cloud-hosted service to work with LLMs — you can download and run them locally on your own hardware. The hard part is standing up the infrastructure ...

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...