---
type: "Framework"
title: "FedML / TensorOpera"
description: "Scalable distributed training/deployment across GPUs, cloud, edge, smartphones."
resource: "https://fedml.ai/"
tags: [fl, mlops, framework]
generated: { by: human:crpage, at: 2026-07-09T09:44:00Z }
vendor: "FedML"
status: stable
sources: [{ id: primary, resource: "https://fedml.ai/" }]
---

A scalable, unified training and deployment library spanning decentralised GPUs, cloud, edge and smartphones; broader MLOps ambition. Its public positioning now blends open-source FL with a wider commercial AI platform.