Which Amazon EC2 instance type has the LEAST environmental effect when training LLMs?

A company needs to build its own large language model (LLM) based on only the company’s private data. The company is concerned about the environmental effect of the training process.

Which Amazon EC2 instance type has the LEAST environmental effect when training LLMs?
A . Amazon EC2 C series
B . Amazon EC2 G series
C . Amazon EC2 P series
D . Amazon EC2 Trn series

View Answer

Answer: D

Explanation:

The Amazon EC2 Trn series (Trn1 instances) are purpose-built for training machine learning models and are designed to deliver high performance while optimizing energy efficiency. They use AWS Trainium chips, which are specifically engineered for ML training workloads, providing excellent performance per watt and reducing the environmental impact of large-scale training processes.