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Buckle up, this is less a release blog post and more a wild ride through the Infra API Wonka Factory (prepare to see some shit, Charlie). We’ll talk through the innocent motivations which turned into upending half of Runhouse’s core execution model, and the gaggle of awesome new features which fell out.

Platform overhead occupies 50-75% of ML engineers’ and researchers’ time. Runhouse is a PyTorch-like unified interface to solve that.

Part 1 of a series on pipelines for the modern ML stack

Reproducible, cloud-agnostic GPU setup and remote code deployment using Runhouse, a walkthrough of Hugging Face’s Keras Dreambooth Event