Philipp Schmid • 9/26/2023

Llama 2 on Amazon SageMaker a Benchmark

This technical article presents a comprehensive benchmark of over 60 deployment configurations for Meta's Llama 2 models on Amazon SageMaker using the Hugging Face LLM Inference Container. It evaluates performance across different EC2 instance types to provide optimal strategies for cost-effective, low-latency, and high-throughput use cases. The benchmark shares all code and data, covering technologies like GPTQ quantization and offering practical insights for efficient LLM deployment.

0 comments

#large language models #benchmark #Model Deployment