Introduction

0:00 learn all about fine-tuning llm models in this course Chris will teach you fine-tuning using Cura and Laura as well as quantization using llama 2 gradient and the Google Gemma model this crash course includes both theoretical and practical instruction to help you understand how to perform fine-tuning so guys uh here is an amazing crash course to help you understand that how actually you can perform fine tuning uh specifically with respect to llm models uh and again uh uh in this crash course we will be discussing the theoretical intuition what exactly fine tuning is how you can actually perform fine tuning we'll be learning about Concepts such as quantization Laura CLA PFT right and along with that we will be implementing multiple projects with the help of hugging face open source uh open source llm models like Lama 2 along with that we'll also be seeing how you can perform fine tuning with your own custom data set with the help of Google Gamma model now uh in most of the companies that are probably looking for ative AI roles uh usually want this specific skill set of fine-tuning and uh you should definitely know how you can actually fine tune with

1:07 your own custom data set and how you can solve different different use cases so this entire crash course will be having a stepbystep process of understanding it includes both theoretical intuition practical intuition and we will be also developing completely end to-end Solutions with respect to this so I hope uh you will enjoy this series please make sure that you watch this series till the end and definitely you will be able to learn a lot of things out of it so yes best of luck let's go ahead and watch this series in one of our previous video i' had already shown you how you can actually fine tune Lama 2 model with the with your own custom data set and uh over there we learned about or we saw code that were related to something called as quantization Laura CLA techniques and all right and all these techniques are super important if you also want to train or fine tune your own