Optimum ONNX Runtime: Enhancing Hugging Face Model Training for Societal AI Progress
Introduction to Optimum ONNX Runtime In the growing field of artificial intelligence, efficient training of language models is crucial. Optimum ONNX Runtime emerges as a tool designed to facilitate this process, particularly for models developed with Hugging Face’s libraries. It aims to provide a faster and easier training experience, which could influence how AI technologies integrate into society. Understanding Hugging Face Models Hugging Face is known for its transformer models that support tasks like natural language processing. These models require substantial computational resources for training. Traditionally, training these models can be complex and time-consuming, posing challenges for researchers and developers aiming to apply AI in societal contexts. Role of ONNX Runtime in AI Training ONNX Runtime is a cross-platform inference engine that supports multiple hardware types. Its integration with Hugging Face models through Optimum ONNX Runtime allows for optimized e...