Large language models (LLMs) are ubiquitously powerful but prohibitively expensive to train, often requiring thousands of compute devices, typically GPUs. To reduce the cost of training LLMs for customers, Amazon Web Services (AWS) launched the Amazon EC2 trn1 instances, powered by AWS Trainium, Amazon’s homegrown deep-learning accelerator, as an alternative to distributed LLM training. The trn1 instances
