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Anyscale provides a platform built on Ray, an open-source distributed computing framework, enabling developers to scale Python and machine learning applications from single laptops to large-scale clusters. Their key innovation lies in Ray’s ability to unify compute for the entire AI lifecycle – from data processing and model training to serving and reinforcement learning – with features like automated dependency management and distributed workload observability. Notably, Anyscale has partnered with Microsoft to deliver a first-party, fully managed Ray service on Azure, currently in private preview, and serves customers building and scaling demanding AI applications including large language models.
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