Training and deploying open-source large language models Published 2024-01-08 Download video MP4 360p Recommendations 49:53 How a Transformer works at inference vs training time 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 1:01:23 DSPy: Advanced Prompt Engineering? 1:24:42 $0 Embeddings (OpenAI vs. free & open source) 04:55 Fine-Tuning PaliGemma With Custom Data 44:29 Building your ML Ops strategy for generative AI 1:19:27 Stanford CS25: V3 I Retrieval Augmented Language Models 45:46 Geoffrey Hinton | On working with Ilya, choosing problems, and the power of intuition 42:47 Contributing a model to HF series: part 1 30:29 HuggingFace Fundamentals with LLM's such as TInyLlama and Mistral 7B 04:35 Running a Hugging Face LLM on your laptop 46:11 "Highly Technical Talk" with Hanselman and Toub | BRK194 22:33 Avant-Première : Je Découvre Mixtral sur La Plateforme de Mistral AI! 00:21 The Mastermind Behind GPT-4 and the Future of AI## Ilya Sutskever 24:02 "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 37:18 Best LLM Pretraining to Real World Application Pipeline with Code Explained 36:54 Meta's LLAMA 3 with Hugging Face - Hands-on Guide | Generative AI | LLAMA 3 | LLM Similar videos 06:40 Should You Use Open Source Large Language Models? 09:29 How to deploy LLMs (Large Language Models) as APIs using Hugging Face + AWS 08:17 API For Open-Source Models 🔥 Easily Build With ANY Open-Source LLM 5:43:41 Create a Large Language Model from Scratch with Python – Tutorial 05:34 How Large language Models Work 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 27:45 Deploy and Use any Open Source LLMs using RunPod 19:08 Deploy FULLY PRIVATE & FAST LLM Chatbots! (Local + Production) 25:14 Efficiently Scaling and Deploying LLMs // Hanlin Tang // LLM's in Production Conference 12:16 Run ANY Open-Source Model LOCALLY (LM Studio Tutorial) 36:02 End To End LLM Project Using LLAMA 2- Open Source LLM Model From Meta 49:11 LLMOps (LLM Bootcamp) 06:36 What is Retrieval-Augmented Generation (RAG)? 53:15 Building a RAG application using open-source models (Asking questions from a PDF using Llama2) 00:35 Deploy and fine-tune large AI models with your data with Foundation Models in Azure Machine Learning 1:01:55 AiX Podcast Interview "Training and Deploying Open-Source LLMs" 07:14 How To Deploy A Large Language Model API Using Azure ML 15:46 Introduction to large language models More results