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

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

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The field of video generation is undergoing a paradigm shift - from generating realistic and appealing visuals to constructing world models that can simulate interactive and navigable environments.