In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...

In order to load an MKV file, it is necessary to create a new instance of the OpenK4APlayback class. Note that if the is_looping flag is set, the stream will not stop playing at the EOF of the stream.

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