Access all of the concepts and code from our YouTube Live events that will help you build, ship, and share with Large Language Models (LLMs) on your way to becoming an AI Engineer!
Find additional content from community build sessions, hackathons, podcasts, and panel discussions directly on our YouTube playlists!
Register for upcoming events directly on lu.ma.
Date | Page | Event | Video Link | Code | Slides |
---|---|---|---|---|---|
03/06/24 | AI Makerspace | Practical Fine-Tuning of LLMs |
π₯ Video | π Notebook | π» Slides |
02/29/24 | AI Makerspace | Superior RAG for Complex PDFs with LlamaParse |
π₯ Video | π Notebook | π» Slides |
02/28/24 | AI Makerspace | Direct Preference Optimization (DPO) |
π₯ Video | π Notebook | π» Slides |
02/21/24 | AI Makerspace | LangGraph and OpenGPTs: Building Agent-Forward Applications with LangChain |
π₯ Video | π Notebook | π» Slides |
02/14/24 | AI Makerspace | Aligning LLMs Part I: RLAIF |
π₯ Video | π Notebook | π» Slides |
02/08/24 | AI Makerspace | Fine-Tuning OLMo the Open Language Model |
π₯ Video | π Notebook | π» Slides |
02/07/24 | AI Makerspace | The Art of RAG Evaluation |
π₯ Video | π Notebook | π» Slides |
01/31/24 | AI Makerspace | Aligning LLMs Part I: RLHF |
π₯ Video | π Notebook 1: Evaluating Base Model π Notebook 2: Reward Modeling & PPO |
π» Slides |
01/24/24 | AI Makerspace | The Attention Mechanism |
π₯ Video | π Notebook | π» Slides |
01/17/24 | AI Makerspace | Efficient LLM Inference and Serving with vLLM |
π₯ Video | π Notebook | π» Slides |
01/10/24 | AI Makerspace | Quanitzation of LLMs and Fine-Tuning with QLoRA |
π₯ Video | π Notebook | π» Slides |
01/03/24 | AI Makerspace | Efficient Fine-Tuning of LLMs with LoRA |
π₯ Video | π Notebook | π» Slides |
12/20/23 | AI Makerspace | LangSmith: How to Improve LLM Apps in Production |
π₯ Video | π Notebook | π» Slides |
12/14/23 | AI Makerspace | LangServe: Deploying Mistral-7B RAG to Production |
π₯ Video | π Repo | π» Slides |
12/13/23 | AI Makerspace | How to Become an AI Engineer in 2024 |
π₯ Video | n/a | n/a |
12/07/23 | AI Makerspace | RAG for Complex PDFs |
π₯ Video | π Notebook 1: The Query Engine π Notebook 2: Step-by-Step |
π» Slides |
11/29/23 | AI Makerspace | The Lego Blocks of Transformers |
π₯ Video | π Notebook | π» Slides |
11/22/23 | AI Makerspace | Agents: LangChain vs. OpenAI Assistants |
π₯ Video | π Notebook | π» Slides |
11/15/23 | AI Makerspace | How to Build an LLM Application using GPT-4 Turbo and DALLΒ·E 3 |
π₯ Video | π Repo | π» Slides |
11/13/23 | AI Makerspace | **LLM Leadership: How to Build Competitive AI Advantage ** |
π₯ Video | π±οΈ App1 π±οΈ App2 |
π» Slides |
11/08/23 | AI Makerspace | Open-Source RAG with Gradient |
π₯ Video | π Notebook | π» Slides |
11/01/23 | AI Makerspace | LLM Engineering: The Foundations |
π₯ Video | π Notebook | π» Slides |
10/10/23 | AI Makerspace | High-performance RAG with LlamaIndex |
π₯ Video | π Notebook | π» Slides |
09/21/23 | AI Makerspace | Smart RAG: Domain-specific fine-tuning for end-to-end Retrieval |
π₯ Video | π Notebook | π» Slides |
09/12/23 | AI Makerspace | Beyond ChatGPT: Build Your First LLM Application |
π₯ Video | π Repo | π» Slides |
08/31/23 | AI Makerspace | RAG with Llama 2 and LangChain: Building with Open-Source LLM Ops |
π₯ Video | π Notebook | π» Slides |
08/03/23 | AI Makerspace | LlamaIndex: How to use LLMs to Interface with Multiple Data Sources |
π₯ Video | π Notebook | π» Slides |
07/05/23 | AI Makerspace | LangChain: How to Build ChatGPT for Your Data |
π₯ Video | π Notebook1 π Notebook2 |
|
05/31/23 | DeepLearningAI | Building with Instruction-Tuned LLMs: A Step-by-Step Guide |
π₯ Video | π Notebook | π» Slides |
11/09/22 | DeepLearningAI | Branching out of the Notebook: ML Application Development with GitHub |
π₯ Video | π Repo | |
09/28/22 | DeepLearningAI | Beyond Jupyter Notebooks: MLOps Environment Setup & First Deployment |
π₯ Video | π Repo | |
11/17/21 | DeepLearningAI | Step-by-Step Natural Language Processing Workshop: From Data to Deployment |
π₯ Video | π Repo | π» Slides |