Finetuning Open-Source LLMs Published 2023-10-14 Download video MP4 360p Recommendations 13:49 Insights from Finetuning LLMs with Low-Rank Adaptation 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 48:10 “The Future of AI is Here” — Fei-Fei Li Unveils the Next Frontier of AI 39:43 13.3.2 Decision Trees & Random Forest Feature Importance (L13: Feature Selection) 24:20 "okay, but I want Llama 3 for my specific use case" - Here's how 1:32:39 Swift Server Side Meetup #03 15:35 Fine-tuning LLMs with PEFT and LoRA 59:48 [1hr Talk] Intro to Large Language Models 40:55 PEFT LoRA Explained in Detail - Fine-Tune your LLM on your local GPU 1:20:20 Season 1 Ep.1 Andrej Karpathy on the visionary AI in Tesla's autonomous driving 19:53 13.2 Filter Methods for Feature Selection -- Variance Threshold (L13: Feature Selection) 30:00 13.4.4 Sequential Feature Selection (L13: Feature Selection) 20:18 Why Does Diffusion Work Better than Auto-Regression? 25:56 This experiment confirmed quantum physics 27:38 13.4.3 Feature Permutation Importance Code Examples (L13: Feature Selection) 24:02 "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 59:35 Building with Instruction-Tuned LLMs: A Step-by-Step Guide 16:56 13.4.2 Feature Permutation Importance (L13: Feature Selection) 26:55 LoRA: Low-Rank Adaptation of Large Language Models - Explained visually + PyTorch code from scratch Similar videos 06:40 Should You Use Open Source Large Language Models? 26:45 Steps By Step Tutorial To Fine Tune LLAMA 2 With Custom Dataset Using LoRA And QLoRA Techniques 2:37:05 Fine Tuning LLM Models – Generative AI Course 15:22 Prepare Fine-tuning Datasets with Open Source LLMs 10:31 OpenLLM: Fine-tune, Serve, Deploy, ANY LLMs with ease. 2:36:50 Generative AI Fine Tuning LLM Models Crash Course 17:52 Everything you need to know about Fine-tuning and Merging LLMs: Maxime Labonne 09:44 Fine Tune LLaMA 2 In FIVE MINUTES! - "Perform 10x Better For My Use Case" 29:04 Finetuning Open-Source LLMs // Sebastian Raschka // LLMs in Production Conference 3 Keynote 1 36:58 QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) 58:13 How Fine-tuning Open Source LLMs Solves GenAI Productionization - Piero Molino | Stanford MLSys #94 More results