Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

Synchrotron has been designed from the ground up with maximum flexibility and interoperability in mind, and as such, there are many ways to use Synchrotron and interact with the server. This includes ...

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