Code Carbon

non-profit

https://codecarbon.io/

AI & ML interests

sustainability, energy usage, carbon, climate

authored 3 papers 12 months ago

Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model

Paper • 2211.02001 • Published Nov 3, 2022

Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI

Paper • 2409.14160 • Published Sep 21, 2024 • 3

From Efficiency Gains to Rebound Effects: The Problem of Jevons' Paradox in AI's Polarized Environmental Debate

Paper • 2501.16548 • Published Jan 27, 2025

authored a paper over 1 year ago

Fully Autonomous AI Agents Should Not be Developed

Paper • 2502.02649 • Published Feb 4, 2025 • 36

authored 2 papers almost 3 years ago

Power Hungry Processing: Watts Driving the Cost of AI Deployment?

Paper • 2311.16863 • Published Nov 28, 2023 • 6

What's in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus

Paper • 2105.02732 • Published May 6, 2021

authored 14 papers over 3 years ago

Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness

Paper • 2302.10893 • Published Feb 7, 2023 • 6

Evaluating the Social Impact of Generative AI Systems in Systems and Society

Paper • 2306.05949 • Published Jun 9, 2023 • 10

Quantifying the Carbon Emissions of Machine Learning

Paper • 1910.09700 • Published Oct 21, 2019 • 61

ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods

Paper • 2110.02871 • Published Oct 6, 2021

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements

Paper • 2210.01970 • Published Sep 30, 2022 • 14

The ROOTS Search Tool: Data Transparency for LLMs

Paper • 2302.14035 • Published Feb 27, 2023

StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 34

Measuring Data

Paper • 2212.05129 • Published Dec 9, 2022 • 1

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset

Paper • 2303.03915 • Published Mar 7, 2023 • 9

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Paper • 2211.05100 • Published Nov 9, 2022 • 40

Stable Bias: Analyzing Societal Representations in Diffusion Models

Paper • 2303.11408 • Published Mar 20, 2023 • 2

Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning

Paper • 2302.08476 • Published Feb 16, 2023 • 1

Bugs in the Data: How ImageNet Misrepresents Biodiversity

Paper • 2208.11695 • Published Aug 24, 2022

Data Governance in the Age of Large-Scale Data-Driven Language Technology

Paper • 2206.03216 • Published May 4, 2022