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federated learning

2 articles tagged with #federated learning

Operating Systems 4 min read

Fine-Tuning Llama-Adapter for Multimodal Dialogue Systems with Federated Learning and Differential Privacy

Fine-tune Llama-Adapter in a federated learning setup with differential privacy to achieve high performance while preserving client privacy. Learn how to employ advanced techniques such as federated averaging and learning rate schedules to optimize the fine-tuning process.

#Natural Language Processing #federated learning #privacy preservation

Nov 30, 2025

DevOps 3 min read

Federated Learning with TensorFlow Federated 0.25 and PyTorch 2.1: A Comparative Analysis of Privacy-Preserving ML Techniques for Edge AI

Discover how TensorFlow Federated 0.25 and PyTorch 2.1 can be used for federated learning in edge AI applications, and learn about their strengths and weaknesses in terms of performance, scalability, and ease of use.

#TensorFlow #PyTorch #Edge AI

Nov 24, 2025

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federated learning

Fine-Tuning Llama-Adapter for Multimodal Dialogue Systems with Federated Learning and Differential Privacy

Federated Learning with TensorFlow Federated 0.25 and PyTorch 2.1: A Comparative Analysis of Privacy-Preserving ML Techniques for Edge AI

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