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Layne Peng

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FATE-LLM: Empowering Large Language Models with Federated LearningKubeCon + CloudNativeCon + Open Source Summit China 20232023-09-26
FATE-LLM:利用联邦学习赋能大型语言模型 | FATE-LLM: Empowering Large Language Models with Federated Learning - Fangchi Wang & Layne Peng…
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Federated Learning: Unlocking the Values of Discrete Data for EnterpriseOpen AI + Data Forum @ Open Source Summit North America 20232023-05-10
Overview of production federated learning that cites two open source stacks—FATE and OpenFL—and tooling to run them across clouds including CubeFate and…
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What, Why and How of Federated Machine Learning – Implementation Using...Kubernetes AI Day North America 20212021-10-12
Deploys a two‑party FATE cluster on Kubernetes with KubeFATE and a FATE Operator for Kubeflow, trains a homo logistic regression on a Kaggle credit‑card fraud…
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