Hellow guys, Welcome to my website, and you are watching Finetune LLAMA2 on custom dataset efficiently with QLoRA | Detailed Explanation| LLM| Karndeep Singh. and this vIdeo is uploaded by Karndeep Singh at 2023-09-13T06:00:27-07:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | Finetune LLAMA2 on custom dataset efficiently with QLoRA | Detailed Explanation| LLM| Karndeep Singh |
| Video Uploader | Video From Karndeep Singh |
| Upload Date | This Video Uploaded At 13-09-2023 13:00:27 |
| Video Discription | This video describes the step-by-step, detailed explanation on how to finetune llama 2 on a single GPU efficiently with QLoRA. Following are the topics covered in the video: 1. Overview of Supervised fine-tuning and RLHF 2. Why is Finetuning required? 3. What is LoRA and how is it helpful? 4. How to prepare an Instruct Dataset for finetune generative models? 5. How to train the LLAMA 2 model using Instruct Dataset? 6. Inference using fine-tuned LLAMA 2 Model. Notebook: https://github.com/karndeepsingh/generative-AI-youtube/blob/main/Fine_Tune_LLAMA_2_Using_QLoRA_Quantization.ipynb Dataset: https://huggingface.co/datasets/knkarthick/dialogsum/viewer/default/train?row=0 Connect with me on : 1. LinkedIn: https://www.linkedin.com/in/karndeepsingh/ 2. Telegram Group: https://telegram.me/datascienceclubachievers 3. Github: https://www.github.com/karndeepsingh Background Music: Sweet Dreams by BatchBug | https://soundcloud.com/batchbug/ Music promoted by https://www.chosic.com/free-music/all/ Creative Commons Attribution 3.0 Unported License https://creativecommons.org/licenses/by/3.0/deed.en_US #llms #llama2 #finetune #qlora #huggingface |
| Category | Education |
| Tags | Education Download MP4 | Education Download MP3 | Education Download MP4 360p | Education Download MP4 480p | Education Download MP4 720p | Education Download MP4 1080p |
