♻️ Sustainable AI: Energy Efficiency Across the AI Lifecycle

"Sustainable AI Energy Efficiency," is a comprehensive report addressing the significant environmental impact of artificial intelligence, particularly generative AI, due to its escalating demands for electricity, water, and raw materials, contributing to substantial carbon emissions and e-waste. The report outlines a holistic strategy for sustainable AI, emphasizing three core pillars: software and algorithmic optimization through techniques like model compression (pruning, quantization, know...