Challenges in Augmenting Large Language Models with Private Data Published 2024-05-20 Download video MP4 360p Download video MP4 720p Recommendations 58:51 What Makes Software Work? 25:20 Simple Introduction to Large Language Models (LLMs) 15:21 Prompt Engineering, RAG, and Fine-tuning: Benefits and When to Use 1:15:31 Thomas Dietterich, "What’s Wrong with Large Language Models, and What We Should Be Building Instead" 44:17 Charles Hoskinson | CEO of Input Output Global | web3 talks | Apr 4th 2024 | MC: Marlon Ruiz 59:30 SaTML 2023 - Gautam Kamath - An Introduction to Differential Privacy 08:23 AI Gone WILD: Google's New AI - SEMANTICA, Elon Musk Says No One Will Work Anymore! 33:50 Evaluating LLM-based Applications 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 1:11:46 Design is Testability 1:12:04 How Your Brain Processes Code 40:37 How to Build LLMs on Your Company’s Data While on a Budget 1:07:41 Meta Llama 3 Fine tuning, RAG, and Prompt Engineering for Drug Discovery 15:09 Deep Learning with Differential Privacy (DP-SGD explained) 1:19:27 Stanford CS25: V3 I Retrieval Augmented Language Models 46:41 Oblivious RAM: From Theory to Large-scale Real-world Deployment 36:58 QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) 09:18 Google’s AI Course for Beginners (in 10 minutes)! 06:36 What is Retrieval-Augmented Generation (RAG)? 1:02:12 How to Build, Evaluate, and Iterate on LLM Agents Similar videos 00:45 How to use LLMs with sensitive or private data? 02:53 Build a Large Language Model AI Chatbot using Retrieval Augmented Generation 05:34 How Large language Models Work 08:26 Risks of Large Language Models (LLM) 18:35 Building Production-Ready RAG Applications: Jerry Liu 59:48 [1hr Talk] Intro to Large Language Models 58:03 Privately Host and Customize Large Language Models for Your ML Tasks 01:54 simpleshow explains: Generative AI, Large Language Models and ChatGPT 32:38 Large language model training: tackling data challenges 27:14 Building a Generative Ai App on Private Enterprise Data With Retrieval Augmented Generation (Rag) 01:00 LLM Memorization and What To Forget 01:01 Why synthetic data to train Large Language models? #syntheticdata #llm #generativeai 00:56 YouChat and retrieval augmented models 06:40 Should You Use Open Source Large Language Models? 04:58 5 problems when using a Large Language Model 12:44 LangChain Explained in 13 Minutes | QuickStart Tutorial for Beginners 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 05:30 What are Large Language Models (LLMs)? More results