The estimated carbon footprint of Hugging Face's LLM, BLOOM, throughout its entire life cycle
50 metric tons of CO2
How Carbon-Responsive Computing aims to reduce the carbon footprint of computing
What is merging renewable energy with computing infrastructure?
BLOOM's carbon emissions compared to the carbon footprint of around 60 flights between London and New York
Roughly equivalent to 60 flights between London and New York.
Strategies implemented in data centers to improve energy efficiency in Carbon-Responsive Computing
What are demand response and smart grid technologies?
Energy source powers the French supercomputer used to train BLOOM
Nuclear Energy
This company's platform serves as an example of integrating renewable energy with computing infrastructure in Carbon-Responsive Computing.
What is Google's Carbon-Intelligent Computing Platform?
Significant factor that explains the high carbon emissions of GPT-3 compared to BLOOM
GPT-3 emits over 500 metric tons of CO2 largely due to being trained on older, less efficient hardware, highlighting the importance of using more efficient technology to reduce carbon footprints.
The way Carbon-Responsive Computing advances energy generation in computing systems
What is by promoting decentralized energy generation and integration with computing systems?
CO2 BLOOM emits daily after deployment, equivalent to driving 54 miles in a car?
BLOOM emits approximately 19 kg of CO2 daily after deployment
Apart from technological advancements, the sociotechnical dynamics that Carbon-Responsive Computing addresses
What are issues related to democracy in technology, standardizing carbon data, and fostering equitable exchanges within the computing industry?