SageMaker NeoX
Amazon Web Services (AWS) launched SageMaker NeoX, an advanced extension of its SageMaker platform that allows developers to optimize, compile, and deploy machine learning models seamlessly across diverse environments including edge devices, cloud servers, and mobile platforms.
NeoX supports transformer-based models, including LLMs, and offers automatic optimization for GPU, CPU, and custom accelerators. The platform integrates with AWS Trainium and Inferentia chips and enables runtime adaptation, reducing model latency by up to 40%. NeoX is designed to make AI deployment more efficient, cost-effective, and scalable for real-time applications in healthcare, fintech, robotics, and IoT.
