LoRA explained (and a bit about precision and quantization) Published 2023-08-26 Download video MP4 360p Recommendations 11:44 QLoRA paper explained (Efficient Finetuning of Quantized LLMs) 19:17 Low-rank Adaption of Large Language Models: Explaining the Key Concepts Behind LoRA 1:09:42 The Mystery of Spinors 30:54 Diffusion models from scratch in PyTorch 1:31:13 A Hackers' Guide to Language Models 16:51 Vision Transformer Quick Guide - Theory and Code in (almost) 15 min 27:38 How LoRa Modulation really works - long range communication using chirps 36:58 QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) 3:33:23 GEOMETRIC DEEP LEARNING BLUEPRINT 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 42:06 Understanding 4bit Quantization: QLoRA explained (w/ Colab) 1:29:10 Andrew Ng: Deep Learning, Education, and Real-World AI | Lex Fridman Podcast #73 Similar videos 04:38 LoRA - Low-rank Adaption of AI Large Language Models: LoRA and QLoRA Explained Simply 08:22 What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED 32:55 Part 1-Road To Learn Finetuning LLM With Custom Data-Quantization,LoRA,QLoRA Indepth Intuition 26:55 LoRA: Low-Rank Adaptation of Large Language Models - Explained visually + PyTorch code from scratch 15:35 Fine-tuning LLMs with PEFT and LoRA 57:58 QLoRA: Efficient Finetuning of Quantized Large Language Models (Tim Dettmers) 40:55 PEFT LoRA Explained in Detail - Fine-Tune your LLM on your local GPU 19:03 QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models 29:00 QLoRA: Efficient Finetuning of Quantized LLMs Explained 22:44 Part 2-LoRA,QLoRA Indepth Mathematical Intuition- Finetuning LLM Models 30:48 QLoRA: Efficient Finetuning of Quantized LLMs | Tim Dettmers 00:44 QLoRA - Efficient Finetuning of Quantized LLMs More results