AWS Inferentia

In this post, we outline how to get started with deploying the Qwen 2.5 family of models on an Inferentia instance using Amazon Elastic Compute Cloud (Amazon EC2) and Amazon SageMaker using the Hugging Face Text Generation Inference (TGI) container and the Hugging Face Optimum Neuron library. Qwen2.5 Coder and Math variants are also supported.

As technology continues to evolve, newer models are emerging, offering higher quality, increased flexibility, and faster image generation capabilities. One such groundbreaking model is Stable Diffusion XL (SDXL), released by StabilityAI, advancing the text-to-image generative AI technology to unprecedented heights. In this post, we demonstrate how to efficiently fine-tune the SDXL model using SageMaker Studio. We show how to then prepare the fine-tuned model to run on AWS Inferentia2 powered Amazon EC2 Inf2 instances, unlocking superior price performance for your inference workloads.