Efficient LLM FINE TUNING - LORA | Visualized and Explained LORA Published 2024-04-03 Download video MP4 360p Download video MP4 720p Recommendations 05:02 OpenAI API - Only OPENAI API | 🤼‍♂️ Survival Guide 08:22 What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED 07:05 This is What Limits Current LLMs 17:23 I Made a Neural Network with just Redstone! 14:39 LoRA & QLoRA Fine-tuning Explained In-Depth 20:18 Why Does Diffusion Work Better than Auto-Regression? 24:02 "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 12:48 Has Generative AI Already Peaked? - Computerphile 27:47 Will NVIDIA Survive The Era of 1-Bit LLMs? 19:17 Low-rank Adaption of Large Language Models: Explaining the Key Concepts Behind LoRA 30:25 Exploring the Latency/Throughput & Cost Space for LLM Inference // Timothée Lacroix // CTO Mistral 18:30 "How to give GPT my business knowledge?" - Knowledge embedding 101 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 04:35 Running a Hugging Face LLM on your laptop 11:15 Every Weird Math Paradox 24:11 Fine-tuning LLMs with PEFT and LoRA - Gemma model & HuggingFace dataset 54:16 DSPy Explained! 26:55 ChatGPT: 30 Year History | How AI Learned to Talk 24:20 "okay, but I want Llama 3 for my specific use case" - Here's how 15:32 RAG from the Ground Up with Python and Ollama Similar videos 04:38 LoRA - Low-rank Adaption of AI Large Language Models: LoRA and QLoRA Explained Simply 40:55 PEFT LoRA Explained in Detail - Fine-Tune your LLM on your local GPU 20:05 Finetuning Open-Source LLMs 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) 22:51 Parameter-efficient fine-tuning with QLoRA and Hugging Face 1:01:16 Fine-Tuning Mistral-7B with LoRA (Low Rank Adaptation) 08:33 What is Prompt Tuning? 20:43 Mastering LoRA: Efficient Fine Tuning for Large Language Models - LLMs | PEFT Guide 08:37 Efficient Large Language Model training with LoRA and Hugging Face PEFT 24:58 Top Ten Fine Tuning Tips 27:19 LoRA: Low-Rank Adaptation of LLMs Explained 59:53 Efficient Fine-Tuning for Llama-v2-7b on a Single GPU 13:49 Insights from Finetuning LLMs with Low-Rank Adaptation 27:19 Low-rank Adaption of Large Language Models Part 2: Simple Fine-tuning with LoRA 46:51 Fine tuning LLMs for Memorization More results