Building LLM Applications for Production // Chip Huyen // LLMs in Prod Conference Published 2023-06-29 Download video MP4 360p Recommendations 57:51 LangChain "Advanced Retrieval" Webinar 55:19 Emerging architectures for LLM applications 53:48 Fine-Tuning LLMs: Best Practices and When to Go Small // Mark Kim-Huang // MLOps Meetup #124 41:36 Prompt Engineering Tutorial – Master ChatGPT and LLM Responses 49:47 “What's wrong with LLMs and what we should be building instead” - Tom Dietterich - #VSCF2023 49:07 [Webinar] LLMs for Evaluating LLMs 59:48 [1hr Talk] Intro to Large Language Models 1:56:20 Let's build GPT: from scratch, in code, spelled out. 35:45 How to Build an LLM from Scratch | An Overview 25:14 Efficiently Scaling and Deploying LLMs // Hanlin Tang // LLM's in Production Conference 2:02:54 Development with Large Language Models Tutorial – OpenAI, Langchain, Agents, Chroma 1:10:19 Introduction to Architectures for LLM Applications 1:24:42 $0 Embeddings (OpenAI vs. free & open source) 12:28 How I Became A Data Scientist (No CS Degree, No Bootcamp) 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 18:35 Building Production-Ready RAG Applications: Jerry Liu 53:52 GPT-4 - How does it work, and how do I build apps with it? - CS50 Tech Talk Similar videos 29:11 Developing and Serving RAG-Based LLM Applications in Production 28:44 Practical Data Considerations for Building Production-Ready LLM Applications 49:50 Evaluating LLM-based Applications // Josh Tobin // LLMs in Prod Conference Part 2 45:12 [ML Reading Session] LLMOps - Building LLM applications for production 02:09 LLM Module 1 - Applications with LLMs | 1.1 Introduction 33:50 Evaluating LLM-based Applications 10:30 The 4 Stacks of LLM Apps & Agents 40:37 How to Build LLMs on Your Company’s Data While on a Budget 22:40 Jerry Liu–LlamaIndex – Practical Data Considerations for building Production-Ready LLM Applications 39:33 Launch an LLM App in One Hour (LLM Bootcamp) More results