Building an LLMOps Stack for Large Language Models | LLMs Published 2023-09-19 Download video MP4 360p Recommendations 59:48 [1hr Talk] Intro to Large Language Models 40:29 Vector search and state of the art retrieval for Generative AI apps | BRK206H 19:20 What Makes Large Language Models Expensive? 49:47 “What's wrong with LLMs and what we should be building instead” - Tom Dietterich - #VSCF2023 45:03 The Science of LLM Benchmarks: Methods, Metrics, and Meanings | LLMOps 1:27:43 MLOps on Databricks: A How-To Guide 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 30:32 Running Generative AI & LLM on a Kubernetes Cluster | Cloud Institute 10:24 Training Your Own AI Model Is Not As Hard As You (Probably) Think 55:19 Emerging architectures for LLM applications 1:41:03 How large language models work (and why that's why they don't) 50:17 Advanced RAG: Chunking, Embeddings, and Vector Databases 🚀 | LLMOps 45:32 A Survey of Techniques for Maximizing LLM Performance 32:07 Fast LLM Serving with vLLM and PagedAttention 14:45 The rise of generative AI for business 41:14 The Power Of MLFLOW And Dagshub-Open Source Data Science Project Collaboration 25:14 Efficiently Scaling and Deploying LLMs // Hanlin Tang // LLM's in Production Conference 15:46 Introduction to large language models 12:44 I Built an AI Tool To Replace My Sales Rep (With 0 Code) Similar videos 49:11 LLMOps (LLM Bootcamp) 06:36 What is Retrieval-Augmented Generation (RAG)? 03:29 What is LLMOps 💡 MLOps for Large Language Models Explained in 3 Minutes 35:23 Building LLM Applications for Production // Chip Huyen // LLMs in Prod Conference 47:48 LLM Foundations (LLM Bootcamp) 06:25 Best Practices to Bring Large Language Models to Production 🧠 LLMOps Tutorial 1:03:19 LLMOps: LLMs in production 40:37 How to Build LLMs on Your Company’s Data While on a Budget 09:29 How to deploy LLMs (Large Language Models) as APIs using Hugging Face + AWS 19:59 Whiteboarding - Large Language Model (LLM) Tech Stack 1:05:19 Augmented Language Models (LLM Bootcamp) 10:19 Get Started with LLMs. Work with Large Language Models in 2024 28:40 Build an API for LLM Inference using Rust: Super Fast on CPU More results