Finetune LLaMa 7b on RTX 3090 GPU - Tutorial

Here is a step-by-step tutorial on how to fine-tune a Llama 7B Large Language Model locally using an RTX 3090 GPU. This comprehensive guide is perfect for those who are interested in enhancing their machine learning projects with the power of Llama 7B. In this tutorial, I briefly walk through the entire process,setting up a Python virtual environment on your Ubuntu OS, launching a Jupyter Lab server, and connecting it to Google Colab. You have to install the necessary pip packages, ensuring that the NVIDIA utility CUDA is correctly installed, and that your CUDA-supporting PyTorch version ca…