Power Hungry Processing: Watts Driving the Cost of AI Deployment?
Paper
•
2311.16863
•
Published
•
6
Code Carbon
non-profit
AI & ML interests
sustainability, energy usage, carbon, climate
Recent Activity
View all activity
CodeCarbon's activity
sasha
authored
2
papers
about 1 year ago
sasha
authored
9
papers
over 1 year ago
Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness
Paper
•
2302.10893
•
Published
•
6
Evaluating the Social Impact of Generative AI Systems in Systems and Society
Paper
•
2306.05949
•
Published
•
9
Quantifying the Carbon Emissions of Machine Learning
Paper
•
1910.09700
•
Published
•
11
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods
Paper
•
2110.02871
•
Published
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
Paper
•
2210.01970
•
Published
•
11
The ROOTS Search Tool: Data Transparency for LLMs
Paper
•
2302.14035
•
Published
StarCoder: may the source be with you!
Paper
•
2305.06161
•
Published
•
29
Measuring Data
Paper
•
2212.05129
•
Published
•
1
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
Paper
•
2303.03915
•
Published
•
6
sasha
authored
6
papers
almost 2 years ago
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
Paper
•
2211.05100
•
Published
•
27
Stable Bias: Analyzing Societal Representations in Diffusion Models
Paper
•
2303.11408
•
Published
Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning
Paper
•
2302.08476
•
Published
Bugs in the Data: How ImageNet Misrepresents Biodiversity
Paper
•
2208.11695
•
Published
Data Governance in the Age of Large-Scale Data-Driven Language Technology
Paper
•
2206.03216
•
Published
A Framework for Deprecating Datasets: Standardizing Documentation, Identification, and Communication
Paper
•
2111.04424
•
Published