In this guest blog post, Aneesh Karve, Co-founder and CTO of Quilt, demonstrates how Quilt works in conjunction with Domino's Reproducibility Engine to mak... (more…)

A high level primer on language models and OpenAI’s GPT-2... (more…)

We want our calculation to demonstrate the notion that if we have high accuracy and a small model, then we have high confidence of generalizing. Intuitively, then, we add the model size to the accuracy and subtract this quantity from the entropy of having... (more…)

For the past year, we have looked at over 8,371 machine learning (ML) books [1], and we have picked what we consider to be the best paid… (more…)

TLDR; I’m looking for a way to provide Data Scientists with tools to deploy a growing number of models independently, with minimal… (more…)