This AI Study Navigates Large Language Model (LLM) Pre-training With Down-streaming Capability Analysis

Large Language Models (LLMs) have become extremely popular as they can perform complex reasoning tasks in a variety of fields, including creative writing and programming. However, they are computationally expensive to construct and optimize, especially when pretraining on large datasets.  Researchers have presented scaling equations that show the relationship between pretraining loss and computational effort […]

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