Unveiling the Energy Impact of 14 Cutting-Edge Open-Source LLMs: Why Larger Models Consume Exponentially More Energy

Summary Unveiling the Energy Impact of 14 Cutting-Edge Open-Source LLMs: Why Larger Models Consume Exponentially More Energy examines the energy consumption patterns of state-of-the-art open-source large language models (LLMs), focusing particularly on the inference phase. LLMs, powered by billions of parameters and transformer-based architectures, have revolutionized natural language processing by enabling sophisticated text generation, summarization, […]