Low-rank Adaption of Large Language Models: Explaining the Key Concepts Behind LoRA Published 2023-04-30 Download video MP4 360p Recommendations 27:19 Low-rank Adaption of Large Language Models Part 2: Simple Fine-tuning with LoRA 17:07 LoRA explained (and a bit about precision and quantization) 59:48 [1hr Talk] Intro to Large Language Models 31:18 The Story of Shor's Algorithm, Straight From the Source | Peter Shor 10:42 Low-Rank Adaptation - LoRA explained 40:55 PEFT LoRA Explained in Detail - Fine-Tune your LLM on your local GPU 58:04 Attention is all you need (Transformer) - Model explanation (including math), Inference and Training 1:31:13 A Hackers' Guide to Language Models 19:03 QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models 31:51 MAMBA from Scratch: Neural Nets Better and Faster than Transformers 50:07 Why Fine Tuning is Dead w/Emmanuel Ameisen 17:38 The moment we stopped understanding AI [AlexNet] 23:56 QLoRA is all you need (Fast and lightweight model fine-tuning) 58:46 Developing an LLM: Building, Training, Finetuning 26:55 LoRA: Low-Rank Adaptation of Large Language Models - Explained visually + PyTorch code from scratch 42:06 Understanding 4bit Quantization: QLoRA explained (w/ Colab) 25:28 Watching Neural Networks Learn 49:11 LLMOps (LLM Bootcamp) 26:55 ChatGPT: 30 Year History | How AI Learned to Talk 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 07:29 What is Low-Rank Adaptation (LoRA) | explained by the inventor 27:19 LoRA: Low-Rank Adaptation of LLMs Explained 04:03 How to Fine-tune Large Language Models Like ChatGPT with Low-Rank Adaptation (LoRA) 13:49 Insights from Finetuning LLMs with Low-Rank Adaptation 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 15:35 Fine-tuning LLMs with PEFT and LoRA 42:10 [2021 Microsoft ] LORA: LOW-RANK ADAPTATION OF LARGE LANGUAGE MODELS More results