Advancing Responsible AI: Unveiling the Software Carbon Efficiency Rating for LLMs

Explore the Software Carbon Efficiency Rating (SCER) initiative for Large Language Models (LLMs) in this 35-minute conference talk by Chris Xie from Futurewei and Tereze Gaile from Salesforce. Gain insights into the Green Software Foundation's standardized approach for measuring and enhancing the carbon efficiency of LLMs, crucial for responsible AI development. Discover comprehensive analyses of LLMs' energy consumption and CO2 emissions, understanding the importance of CO2e metrics over kWh in reflecting true environmental impact. Learn about efforts to promote renewable energy adoption in AI and integrate sustainability throughout the AI lifecycle. Delve into the SCER framework's potential for fostering greener AI technologies and advancing responsible artificial intelligence practices.