Exploring LoRA: Fine-Tuning Large Language Models
Episode 5, Jun 13, 2023, 07:30 AM
The Paper Club Podcast explores Microsoft's research paper titled 'LoRA: Low-Rank Adaptation of Large Language Models' along with the lead AI solutions consultant from Deeper Insights. The episode delves into the benefits of fine-tuning, computational savings, and the profound impact on model accuracy.
Deeper Insights' lead AI solutions consultant, Cláudio Sá, joins hosts Rafael and Marcia in this episode of The Paper Club Podcast. The focus of this month’s episode is an academic paper from Microsoft's research team, titled 'LoRA: Low-Rank Adaptation of Large Language Models'. We explore LoRA in depth, discussing the numerous benefits of fine-tuning, the significant computational savings it offers, and its profound impact on model accuracy. Join us as we unravel the intricacies of this groundbreaking technique and explore its potential to reshape the future of AI.
We also extend a special thank you to the Microsoft research team for their invaluable contributions to this month's paper. If you are interested in reading the paper for yourself, please check this link: https://arxiv.org/pdf/2106.09685.pdf
For more information on all things artificial intelligence, machine learning, and engineering for your business, please visit www.deeperinsights.com or reach out to us at thepaperclub@deeperinsights.com.
We also extend a special thank you to the Microsoft research team for their invaluable contributions to this month's paper. If you are interested in reading the paper for yourself, please check this link: https://arxiv.org/pdf/2106.09685.pdf
For more information on all things artificial intelligence, machine learning, and engineering for your business, please visit www.deeperinsights.com or reach out to us at thepaperclub@deeperinsights.com.