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authored 2 papers 11 months ago

Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch

Paper • 2501.18512 • Published Jan 30, 2025 • 29

Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo

Paper • 2503.09799 • Published Mar 12, 2025 • 15

authored 2 papers almost 2 years ago

Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning

Paper • 2211.06530 • Published Nov 12, 2022

FAX: Scalable and Differentiable Federated Primitives in JAX

Paper • 2403.07128 • Published Mar 11, 2024 • 12