The Evolution Of Large Language Models: A Comparative Survey Of Leading Approaches

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The survey reveals significant advancements in large language models, particularly from OpenAI and Google.
Notable LLMs such as GPT-4 and PaLM 2 demonstrate varied architectures and performance metrics.
Evaluation included official papers and third-party reviews to give a complete picture of model capabilities.
The implications for future LLMs and AI applications suggest evolving landscapes in machine learning.

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This survey evaluates performance and applications of LLMs like GPT-4 and Claude 3, highlighting advancements in AI.

Arora et al. (2025) studied this question.

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