QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) Published 2024-02-27 Download video MP4 360p Recommendations 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 20:19 Run ALL Your AI Locally in Minutes (LLMs, RAG, and more) 17:07 LoRA explained (and a bit about precision and quantization) 09:02 Linus Torvalds: Speaks on Hype and the Future of AI 17:38 The moment we stopped understanding AI [AlexNet] 50:07 Why Fine Tuning is Dead w/Emmanuel Ameisen 21:41 How to Improve LLMs with RAG (Overview + Python Code) 17:51 I Analyzed My Finance With Local LLMs 12:48 Has Generative AI Already Peaked? - Computerphile 24:20 "okay, but I want Llama 3 for my specific use case" - Here's how 47:41 Ilya Sutskever (OpenAI Chief Scientist) - Building AGI, Alignment, Spies, Microsoft, & Enlightenment 49:24 Retrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW) 20:18 Why Does Diffusion Work Better than Auto-Regression? 24:20 host ALL your AI locally 38:24 Fine tuning LLama 3 LLM for Text Classification of Stock Sentiment using QLoRA 29:58 Prompt Engineering: How to Trick AI into Solving Your Problems Similar videos 14:45 Fine-Tune Large LLMs with QLoRA (Free Colab Tutorial) 18:28 Fine-tuning Llama 2 on Your Own Dataset | Train an LLM for Your Use Case with QLoRA on a Single GPU 29:33 Fine-tuning LLM with QLoRA on Single GPU: Training Falcon-7b on ChatBot Support FAQ Dataset 26:45 Steps By Step Tutorial To Fine Tune LLAMA 2 With Custom Dataset Using LoRA And QLoRA Techniques 59:53 Efficient Fine-Tuning for Llama-v2-7b on a Single GPU 05:11 How to Tune Falcon-7B With QLoRA on a Single GPU 12:11 How to Fine-Tune Open-Source LLMs Locally Using QLoRA! 17:26 The EASIEST way to finetune LLAMA-v2 on local machine! 56:16 Efficient Fine-Tuning for Llama 2 on Custom Dataset with QLoRA on a Single GPU in Google Colab 2:37:05 Fine Tuning LLM Models – Generative AI Course 42:06 Understanding 4bit Quantization: QLoRA explained (w/ Colab) 23:56 QLoRA is all you need (Fast and lightweight model fine-tuning) 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how More results