Easier, Faster Training for your Hugging Face models

From the creator

Jingya Huang joins Cassie Breviu to talk about how to use Optimum + ONNX Runtime to accelerate the training of Hugging Face models. In the demo, we will fine-tune the DeBERTa model with Trainer and show the gain by leveraging the ONNX Runtime backend. Chapters: 00:00 Welcome to the AI Show 00:27 Welcome Jingya 01:14 What is Optimum 02:02 Optimum Library 03:11 Accelerate Training with ORTTrainer 06:54 Demo 17:14 Learn more 19:02 Wrap Resources: Optimum+ONNX Runtime blog post: https://aka.ms/ONNXRuntime/Blog Optimum+ONNX Runtime examples: https://aka.ms/OptimumRepo Optimum+ONNX Runtime notebooks: https://aka.ms/OptimumORT/Notebooks Connect: Cassie | https://twitter.com/Cassieview Jingya | https://twitter.com/Jhuaplin Seth | https://twitter.com/sethjuarez Watch on-demand at https://aka.ms/AIShow/OnDemand Subscribe to the AI Show: https://aka.ms/AIShowsubscribe AI Show Live Playlist: https://aka.ms/AIShowPlaylist Join us every Monday, for an AI Show livestream on YouTube https://aka.ms/AIShowLive

Published 2023-04-24 · Watch on YouTube ↗
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