LoRA: Low-Rank Adaptation of Large Language Models - Explained visually + PyTorch code from scratch Published 2023-07-25 Download video MP4 360p Recommendations 17:07 LoRA explained (and a bit about precision and quantization) 1:10:55 LLaMA explained: KV-Cache, Rotary Positional Embedding, RMS Norm, Grouped Query Attention, SwiGLU 1:56:20 Let's build GPT: from scratch, in code, spelled out. 14:39 Low-rank Adaptation: LoRA Fine-tuning & QLoRA Explained In-Depth 2:59:24 Coding a Transformer from scratch on PyTorch, with full explanation, training and inference. 45:18 Где взять данные для предобучения LLM — Анатолий Потапов, Тинькофф 27:19 Low-rank Adaption of Large Language Models Part 2: Simple Fine-tuning with LoRA 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 19:17 Low-rank Adaption of Large Language Models: Explaining the Key Concepts Behind LoRA 1:26:21 Mistral / Mixtral Explained: Sliding Window Attention, Sparse Mixture of Experts, Rolling Buffer 08:22 What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED 10:42 Low-Rank Adaptation - LoRA explained 59:48 [1hr Talk] Intro to Large Language Models 58:04 Attention is all you need (Transformer) - Model explanation (including math), Inference and Training 27:19 LoRA: Low-Rank Adaptation of LLMs Explained 07:29 What is Low-Rank Adaptation (LoRA) | explained by the inventor 54:52 BERT explained: Training, Inference, BERT vs GPT/LLamA, Fine tuning, [CLS] token 1:31:13 A Hackers' Guide to Language Models 3:04:11 Coding LLaMA 2 from scratch in PyTorch - KV Cache, Grouped Query Attention, Rotary PE, RMSNorm Similar videos 04:38 LoRA - Low-rank Adaption of AI Large Language Models: LoRA and QLoRA Explained Simply 15:35 Fine-tuning LLMs with PEFT and LoRA 26:45 Steps By Step Tutorial To Fine Tune LLAMA 2 With Custom Dataset Using LoRA And QLoRA Techniques 13:49 Insights from Finetuning LLMs with Low-Rank Adaptation 19:03 QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models 5:03:32 Coding Stable Diffusion from scratch in PyTorch 14:45 Fine-Tune Large LLMs with QLoRA (Free Colab Tutorial) 1:21:01 LLM Fine Tuning Crash Course: 1 Hour End-to-End Guide 40:55 PEFT LoRA Explained in Detail - Fine-Tune your LLM on your local GPU More results