Alexa AI

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authored 3 papers 6 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

LahariChowtoori

updated a Space about 1 year ago

README

LahariChowtoori

published a Space about 1 year ago

README

authored a paper about 1 year ago

Fully Autonomous AI Agents Should Not be Developed

Paper • 2502.02649 • Published Feb 4, 2025 • 35

authored 2 papers over 2 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

updated a dataset over 2 years ago

AmazonScience/TANGO

Preview • Updated Nov 8, 2023 • 36 • 2

authored 9 papers almost 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 • 39

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 • 13

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 • 33

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 • 7

authored 2 papers about 3 years ago

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

Paper • 2211.05100 • Published Nov 9, 2022 • 37

Stable Bias: Analyzing Societal Representations in Diffusion Models

Paper • 2303.11408 • Published Mar 20, 2023 • 2