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Artificial Intelligence Blog Machine Learning

3FS and Smallpond: Transforming AI Model Training

Estimated read time 5 min read

Introduction Artificial intelligence (AI) continues to evolve, demanding more efficient and scalable training methodologies. 3FS (Three-Forward Scaling) and Smallpond are two emerging technologies aimed at [Read More…]

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Artificial Intelligence Blog Machine Learning Technology

DualPipe and EPLB: Revolutionizing AI Training Efficiency

Estimated read time 5 min read

Introduction The rapid advancement of artificial intelligence (AI) has led to an increased demand for more efficient and powerful training methodologies. DualPipe and EPLB (Efficient [Read More…]

Categories
Artificial Intelligence Blog Technology

DeepEP: Enhancing AI Optimization with Expert Parallelism

Estimated read time 5 min read

Introduction Artificial intelligence (AI) models are growing more complex, requiring vast computational resources and efficient parallelization strategies. One of the key advancements in large-scale AI [Read More…]