Adapters: the game changer for fine-tuning - Geoffrey Angus - The Data Scientist Show #084

I interviewed Geoffery Angus, ML team lead @Predibase to talk about why adapter-based training is a game changer. We started with an overview of finetuning and then discussed five reasons why adapters are the future of LLMs. Later we also shared a demo and answered questions from the live audience. Try finetuning for free: https://pbase.ai/GetStarted

Geoffrey’s LinkedIn:https://www.linkedin.com/in/geoffreyangus
Daliana's Twitter: ⁠https://twitter.com/DalianaLiu⁠
Daliana’s LinkedIn: ⁠https://www.linkedin.com/in/dalianaliu/⁠

00:00:00 Intro
00:01:19 What is Fine-tuning?
00:08:18 Utilizing Adapters for Finetuning Enhancement
00:09:50 5 reasons why adapters …

config debugging file fine-tuning finetuning future guidance intro llms mistakes process queries results strategies training usage