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A research lab is training a language model so large that it would take several years to complete on a single computer. To speed up the process, they decide to use a cluster of 1,000 interconnected computers. Which of the following statements best analyzes the fundamental principle that allows this cluster to significantly reduce the training time?
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Ch.2 Generative Models - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
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Types of Parallelism in LLM Training
Goal of Parallel Processing: Linear Scalability
Complexity of Distributed Training
A research lab is training a language model so large that it would take several years to complete on a single computer. To speed up the process, they decide to use a cluster of 1,000 interconnected computers. Which of the following statements best analyzes the fundamental principle that allows this cluster to significantly reduce the training time?
Evaluating a Training Strategy
Explaining Training Efficiency