Episode
Easier, Faster Training for your Hugging Face models
with Cassie Breviu, Jingya Huang, Prathik Rao
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. Following the demo, Prathik Rao joins Cassie for live Q&A on ONNX Runtime!
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
Recommended resources
Related episodes
- Add episodes of AI Show to a Collection | Microsoft Learn
- Watch on-demand | YouTube
- AI Show Live Playlist | YouTube
- Join us every Monday for an AI Show livestream on YouTube
Connect
- Cassie Breviu | Twitter: @Cassieview
- Jingya Huang | Twitter: @Jhuaplin
- Seth Juarez | Twitter: @sethjuarez
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. Following the demo, Prathik Rao joins Cassie for live Q&A on ONNX Runtime!
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
Recommended resources
Related episodes
- Add episodes of AI Show to a Collection | Microsoft Learn
- Watch on-demand | YouTube
- AI Show Live Playlist | YouTube
- Join us every Monday for an AI Show livestream on YouTube
Connect
- Cassie Breviu | Twitter: @Cassieview
- Jingya Huang | Twitter: @Jhuaplin
- Seth Juarez | Twitter: @sethjuarez
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