Where can I find old GSF Projects ? I remember there used to be a project named [Evaluating the SCI of Foundation Models] #6
Unanswered
akshitbatra
asked this question in
Ask Anything
Replies: 0 comments
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
-
[Evaluating the SCI of Foundation Models]
This project conducts a comprehensive study on evaluating the carbon impact of several open-source foundation models (e.g., GPT-J 6B, GPT Neo 2.7B, GPT-NEO 1.3B, GPT-2) at inference stage using the Software Carbon Intensity (SCI) specification.
(1) the quality and environmental impact of foundation models can be quantitatively measured and compared;
(2) it is possible to replace carbon-intensive foundation models with more efficient ones without sacrificing model quality;
(3) deploying foundation models on more efficient hardware (e.g. GPUs) can significantly reduce SCI.
Link of the project:
https://github.com/Green-Software-Foundation/Eval_SCI_of_Foundation_Models
Beta Was this translation helpful? Give feedback.
All reactions