Artificial Intelligence
Author: Zmnako Awrahman
Zmnako Awrahman is a Senior Data Scientist with Global Competency Centre - AWS Professional Services. He identifies customers’ business use cases and develops machine learning models to address customers’ business outcomes. Zmnako enjoys a quiet time in a forest or watching documentaries.
Fine-tune GPT-J using an Amazon SageMaker Hugging Face estimator and the model parallel library
GPT-J is an open-source 6-billion-parameter model released by Eleuther AI. The model is trained on the Pile and can perform various tasks in language processing. It can support a wide variety of use cases, including text classification, token classification, text generation, question and answering, entity extraction, summarization, sentiment analysis, and many more. GPT-J is a […]
Run machine learning inference workloads on AWS Graviton-based instances with Amazon SageMaker
Today, we are launching Amazon SageMaker inference on AWS Graviton to enable you to take advantage of the price, performance, and efficiency benefits that come from Graviton chips. Graviton-based instances are available for model inference in SageMaker. This post helps you migrate and deploy a machine learning (ML) inference workload from x86 to Graviton-based instances […]