QLoRA paper explained (Efficient Finetuning of Quantized LLMs) Published 2023-12-28 Download video MP4 360p Download video MP4 720p Recommendations 10:42 Low-Rank Adaptation - LoRA explained 50:55 Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training 30:48 QLoRA: Efficient Finetuning of Quantized LLMs | Tim Dettmers 06:10 The Era of 1-bit LLMs by Microsoft | AI Paper Explained 22:35 LoRA & QLoRA Explained In-Depth | Finetuning LLM Using PEFT Techniques 13:26 controlnet paper explained - Adding Conditional Control to Text-to-Image Diffusion Models 19:35 DsPy crash course - optimize your LLM pipelines with DsPy (Part 1) 17:07 LoRA explained (and a bit about precision and quantization) 14:14 XLSTM - Extended LSTMs with sLSTM and mLSTM (paper explained) 36:58 QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) 40:08 The Most Important Algorithm in Machine Learning 42:06 Understanding 4bit Quantization: QLoRA explained (w/ Colab) 27:14 But what is a GPT? Visual intro to transformers | Chapter 5, Deep Learning 32:24 QLoRA: Efficient Finetuning of Quantized LLMs 08:22 What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED 31:51 MAMBA from Scratch: Neural Nets Better and Faster than Transformers 46:50 How 1 Bit LLMs Work 24:02 "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 1:01:53 Tim Dettmers | QLoRA: Efficient Finetuning of Quantized Large Language Models 19:17 Low-rank Adaption of Large Language Models: Explaining the Key Concepts Behind LoRA Similar videos 29:00 QLoRA: Efficient Finetuning of Quantized LLMs Explained 08:10 QLORA: Efficient Finetuning of Quantized LLMs | Paper summary 04:38 LoRA - Low-rank Adaption of AI Large Language Models: LoRA and QLoRA Explained Simply 14:45 Fine-Tune Large LLMs with QLoRA (Free Colab Tutorial) 3:06:41 QLoRA: Quantization for Fine Tuning 23:56 QLoRA is all you need (Fast and lightweight model fine-tuning) 14:39 LoRA & QLoRA Fine-tuning Explained In-Depth 57:58 QLoRA: Efficient Finetuning of Quantized Large Language Models (Tim Dettmers) 58:19 QLoRA: Efficient Finetuning of Quantized LLMs (2023) [Audio Version] 1:04:58 Paper Club with Gerard - QLoRA: Efficient Finetuning of Quantized LLMs 12:43 QLoRA: Efficient Finetuning of Large Language Models on a Single GPU? LoRA & QLoRA paper review More results