AI Model Comparison: GPT-4o, Llama 3.1, and Claude 3.5 on Bedrock
Evolution of AI Models The generative AI landscape has experienced remarkable progress in recent years, particularly in the development of Large Language Models (LLMs). Since the emergence of GPT-3 in 2020, AI models have evolved dramatically to generate text with greater factual accuracy and flexibility. Beyond OpenAI's advancements with models like GPT-3.5 and GPT-4, other major players such as Anthropic (with their Claude Sonnet series), Meta (Llama series), and Google DeepMind (Gemini series) are actively competing and innovating. This AI model evolution is driven by factors like increasing model sizes, the expansion of training datasets, and improvements in inference speed and efficiency. Larger AI models enable more sophisticated reasoning, while more extensive training data enhances AI's knowledge and the accuracy of its responses. Optimizations in inference speed are achieved through techniques such as quantization and parallel processing, with FP8 quantization and custom accelerators playing a crucial role in accelerating execution…
