Understanding Memory and Throughput in LLMs Training: A Practical Example

Introduction Large Language Models (LLMs) like GPT-3 and BERT are at the forefront of AI advancements, powering applications from natural language understanding to generative text. These models, however, bring significant challenges in terms of memor...