QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) Published 2024-02-27 Download video MP4 360p Download video MP4 720p Recommendations 21:41 How to Improve LLMs with RAG (Overview + Python Code) 24:30 Text Embeddings, Classification, and Semantic Search (w/ Python Code) 35:45 How to Build an LLM from Scratch | An Overview 1:04:41 Fine tuning de Mistral 7B 17:51 I Analyzed My Finance With Local LLMs 20:17 Merge LLMs to Make Best Performing AI Model 14:39 LoRA & QLoRA Fine-tuning Explained In-Depth 17:07 LoRA explained (and a bit about precision and quantization) 24:02 "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 21:33 Python RAG Tutorial (with Local LLMs): AI For Your PDFs 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 10:30 All You Need To Know About Running LLMs Locally 24:20 "okay, but I want Llama 3 for my specific use case" - Here's how 2:36:50 Generative AI Fine Tuning LLM Models Crash Course 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 58:54 Chat with SQL and Tabular Databases using LLM Agents (DON'T USE RAG!) 11:13 Stop paying for ChatGPT with these two tools | LMStudio x AnythingLLM 49:26 Fine tuning Whisper for Speech Transcription 11:44 QLoRA paper explained (Efficient Finetuning of Quantized LLMs) Similar videos 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) 29:33 Fine-tuning LLM with QLoRA on Single GPU: Training Falcon-7b on ChatBot Support FAQ Dataset 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 26:45 Steps By Step Tutorial To Fine Tune LLAMA 2 With Custom Dataset Using LoRA And QLoRA Techniques 45:21 Finetune LLAMA2 on custom dataset efficiently with QLoRA | Detailed Explanation| LLM| Karndeep Singh 24:08 Mistral 7B FineTuning with_PEFT and 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 06:51 Fine-tune LLM one GPU in 2 hours! 09:44 Fine Tune LLaMA 2 In FIVE MINUTES! - "Perform 10x Better For My Use Case" 15:17 LLAMA-3 🦙: EASIET WAY To FINE-TUNE ON YOUR DATA 🙌 42:06 Understanding 4bit Quantization: QLoRA explained (w/ Colab) 12:11 How to Fine-Tune Open-Source LLMs Locally Using QLoRA! 12:54 🐐Llama 2 Fine-Tune with QLoRA [Free Colab 👇🏽] 23:56 QLoRA is all you need (Fast and lightweight model fine-tuning) More results