How to Fine-Tune Open-Source LLMs Locally Using QLoRA! Published 2023-05-30 Download video MP4 360p Recommendations 36:58 QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) 17:22 How To Create Datasets for Finetuning From Multiple Sources! Improving Finetunes With Embeddings. 35:11 Boost Fine-Tuning Performance of LLM: Optimal Architecture w/ PEFT LoRA Adapter-Tuning on Your GPU 15:59 LLaMA2 for Multilingual Fine Tuning? 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 29:33 Fine-tuning LLM with QLoRA on Single GPU: Training Falcon-7b on ChatBot Support FAQ Dataset 23:56 QLoRA is all you need (Fast and lightweight model fine-tuning) 20:05 Finetuning Open-Source LLMs 17:07 LoRA explained (and a bit about precision and quantization) 11:04 Top 5 LLM Fine-Tuning Use Cases You Need to Know 40:55 PEFT LoRA Explained in Detail - Fine-Tune your LLM on your local GPU 1:21:01 LLM Fine Tuning Crash Course: 1 Hour End-to-End Guide 08:22 What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED 06:40 Should You Use Open Source Large Language Models? 15:35 Fine-tuning LLMs with PEFT and LoRA 36:27 AI Breakthrough Democratizes Open-Source LLMs! Introducing QLoRA and the Guanaco Family 42:06 Understanding 4bit Quantization: QLoRA explained (w/ Colab) Similar videos 26:45 Steps By Step Tutorial To Fine Tune LLAMA 2 With Custom Dataset Using LoRA And QLoRA Techniques 18:28 Fine-tuning Llama 2 on Your Own Dataset | Train an LLM for Your Use Case with QLoRA on a Single GPU 14:45 Fine-Tune Large LLMs with QLoRA (Free Colab Tutorial) 08:02 How to Fine-Tune Falcon LLM on Vast.ai with QLoRa and Utilize it with LangChain 09:44 Fine Tune LLaMA 2 In FIVE MINUTES! - "Perform 10x Better For My Use Case" 17:26 The EASIEST way to finetune LLAMA-v2 on local machine! 15:22 Prepare Fine-tuning Datasets with Open Source LLMs 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 45:21 Finetune LLAMA2 on custom dataset efficiently with QLoRA | Detailed Explanation| LLM| Karndeep Singh 17:07 Fine-tuning a CRAZY Local Mistral 7B Model - Step by Step - together.ai 15:15 How to Fine-Tune and Train LLMs With Your Own Data EASILY and FAST With AutoTrain 14:16 LLAMA-2 🦙: EASIET WAY To FINE-TUNE ON YOUR DATA 🙌 10:30 All You Need To Know About Running LLMs Locally 12:54 🐐Llama 2 Fine-Tune with QLoRA [Free Colab 👇🏽] More results