Aviary

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Anyscale tool to help developers work with Large Language Model (LLM). Called Aviary, Anyscale describes it as the “first fully free, cloud-based infrastructure designed to help developers choose and deploy the right technologies and approach for their LLM-based applications.” Like Ray, Aviary is being released as an open source project.

Ray

Ray is an open source unified compute framework for scaling ML and Python workloads. With Ray, training, tuning and serving many models or massive models is reduced to minutes. Companies are using Ray to scale ML and Python workloads including everything from data ingest, to preprocessing, hyperparameter tuning, training, and model serving at scale.