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…

The correct answer is D. Amazon EC2 Trn series. The Amazon EC2 Trn series (Trainium) instances are designed for high-performance, cost- effective machine learning training while being energy-efficient. AWS Trainium-powered instances are optimized for deep learning models and have been developed to minimize environmental…

Submitted by obi.ng· Mar 30, 2026Describe fundamental principles of machine learning on Azure

Question

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?

Options

AAmazon EC2 C series
BAmazon EC2 G series
CAmazon EC2 P series
DAmazon EC2 Trn series

How the community answered

(27 responses)

A
4% (1)
B
7% (2)
C
4% (1)
D
85% (23)

Explanation

The Amazon EC2 Trn series (Trainium) instances are designed for high-performance, cost- effective machine learning training while being energy-efficient. AWS Trainium-powered instances are optimized for deep learning models and have been developed to minimize environmental impact by maximizing energy efficiency.

Topics

#LLM training#environmental impact#AI sustainability#hardware selection

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