Hellow guys, Welcome to my website, and you are watching LoRA & QLoRA Fine-tuning Explained In-Depth. and this vIdeo is uploaded by Entry Point AI at 2023-12-14T11:08:09-08:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | LoRA & QLoRA Fine-tuning Explained In-Depth |
| Video Uploader | Video From Entry Point AI |
| Upload Date | This Video Uploaded At 14-12-2023 19:08:09 |
| Video Discription | 👉 Start fine-tuning at www.entrypointai.com In this video, I dive into how LoRA works vs full-parameter fine-tuning, explain why QLoRA is a step up, and provide an in-depth look at the LoRA-specific hyperparameters: Rank, Alpha, and Dropout. 0:26 - Why We Need Parameter-efficient Fine-tuning 1:32 - Full-parameter Fine-tuning 2:19 - LoRA Explanation 6:29 - What should Rank be? 8:04 - QLoRA and Rank Continued 11:17 - Alpha Hyperparameter 13:20 - Dropout Hyperparameter Ready to put it into practice? Try LoRA fine-tuning at www.entrypointai.com |
| Category | Science & Technology |
| Tags | ai | llm | fine-tuning | entry point ai |
