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 |
|---|---|---|---|---|---|
| 12/18/24 | AI Makerspace | On-Prem Agents with LangGraph Platform  |
🎥 Video | 🐙 GitHub | 💻 Slides |
| 12/11/24 | AI Makerspace | vLLM: Virtual LLM  |
🎥 Video | 🐙 GitHub | 💻 Slides |
| 12/4/24 | AI Makerspace | AG2: AutoGen, Evolved  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 11/27/24 | AI Makerspace | On-Prem Agentic RAG: Report Generation  |
🎥 Video | 🐙 GitHub | 💻 Slides |
| 11/20/24 | AI Makerspace | FA2: Next-Level Attention  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 11/13/24 | AI Makerspace | Teaching LLMs to Use Computers  |
🎥 Video | 📙 No code for this event | 💻 Slides |
| 11/6/24 | AI Makerspace | Inference & GPU Optimization: VPTQ  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 10/30/24 | AI Makerspace | Mixture of Judges: Next-Level RLHF  |
🎥 Video | 🐙 GitHub 🐙 GitHub 🐙 GitHub |
💻 Slides |
| 10/23/24 | AI Makerspace | Swarm: Multi-Agent Orchestration  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 10/16/24 | AI Makerspace | Contextual Retrieval: Next Level-RAG  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 10/9/24 | AI Makerspace | Inference & GPU Optimization: GPTQ  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 10/2/24 | AI Makerspace | SuperNova: Distillation of Llama 3.1  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 09/25/24 | AI Makerspace | Inference & GPU Optimization: AWQ  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 09/18/24 | AI Makerspace | Production-Ready Optimization Strategies for RAG  |
🎥 Video | 🐙 GitHub | 💻 Slides |
| 09/11/24 | AI Makerspace | Better Agents with LlamaIndex Workflows  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 09/4/24 | AI Makerspace | Continued Pretraining and Fine-Tuning with Unsloth  |
🎥 Video | 📙 Notebook 1: AI Makerspace: continued pre-training 📙 Notebook 2: Unsloth's - Llama 3.1 8b |
💻 Slides |
| 08/28/24 | AI Makerspace | DSPy: Advanced Agents?  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 08/21/24 | AI Makerspace | What is an Agent IDE?  |
🎥 Video | [📙 No code for this event] | 💻 Slides |
| 08/14/24 | AI Makerspace | Fine-Tuning Embeddings for Better Retrieval  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 08/8/24 | AI Makerspace | Spectrum: Training Domain-Adapted SLMs  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 08/7/24 | AI Makerspace | Synthetic Data for Enterprise  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 07/31/24 | AI Makerspace | Mixture of Agents: Multi-Agent meets MoE?  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 07/24/24 | AI Makerspace | DSPy: Advanced RAG?  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 07/10/24 | AI Makerspace | Decoding: From Logits to the Next Token  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 07/03/24 | AI Makerspace | Monitoring Agents with AgentOps  |
🎥 Video | 🐙 GitHub | 💻 Slides |
| 06/26/24 | AI Makerspace | Multi-Agent Crews with CrewAI  |
🎥 Video | 🐙 GitHub | 💻 Slides |
| 06/19/24 | AI Makerspace | DSPy: Advanced Prompt Engineering?s  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 06/12/24 | AI Makerspace | Logits and Loss: Training and Fine-Tuning LLMs  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 06/05/24 | AI Makerspace | Fine-Tuning Mistral 7B with Mistral-finetune  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 05/29/24 | AI Makerspace | The Next Token: How LLMs Predict  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 05/22/24 | AI Makerspace | Long Context Windows: Extending Llama 3  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 05/15/24 | AI Makerspace | GPT-4o: A First Look at Vision Capabilities  |
🎥 Video | 🐙 GitHub | 💻 Slides |
| 05/8/24 | AI Makerspace | Multi-Agent RAG  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 05/1/24 | AI Makerspace | End-to-end Prototyping with Llama 3  |
🎥 Video | 📙 Notebook 1: Translation Fine-tuning 📙 Notebook 2: Inference Endpoint |
💻 Slides |
| 04/24/24 | AI Makerspace | Merging pre-trained LLMs with mergekit  |
🎥 Video | 📙 Notebook 1: Legal Summarization 📙 Notebook 2: Riddle-ification 📙 Notebook 3: Merged Model |
💻 Slides |
| 04/17/24 | AI Makerspace | Data Agents with LlamaIndex  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 04/10/24 | AI Makerspace | Advanced Retrieval Methods for RAG  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 03/27/24 | AI Makerspace | Semantic Chunking for RAG  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 03/20/24 | AI Makerspace | Agentic RAG with LangChains  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 03/13/24 | AI Makerspace | Aligning LLMs: ReFTs  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 03/06/24 | AI Makerspace | Practical Fine-Tuning of LLMs  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 02/29/24 | AI Makerspace | Superior RAG for Complex PDFs with LlamaParse  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 02/28/24 | AI Makerspace | Direct Preference Optimization (DPO)  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 02/21/24 | AI Makerspace | LangGraph and OpenGPTs: Building Agent-Forward Applications with LangChain  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 02/14/24 | AI Makerspace | Aligning LLMs Part I: RLAIF  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 02/08/24 | AI Makerspace | Fine-Tuning OLMo the Open Language Model  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 02/07/24 | AI Makerspace | The Art of RAG Evaluation  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 01/31/24 | AI Makerspace | Aligning LLMs Part I: RLHF  |
🎥 Video | 📙 Notebook 1: Evaluating Base Model 📙 Notebook 2: Reward Modeling & PPO |
💻 Slides |
| 01/24/24 | AI Makerspace | The Attention Mechanism  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 01/17/24 | AI Makerspace | Efficient LLM Inference and Serving with vLLM  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 01/10/24 | AI Makerspace | Quanitzation of LLMs and Fine-Tuning with QLoRA  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 01/03/24 | AI Makerspace | Efficient Fine-Tuning of LLMs with LoRA  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 12/20/23 | AI Makerspace | LangSmith: How to Improve LLM Apps in Production  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 12/14/23 | AI Makerspace | LangServe: Deploying Mistral-7B RAG to Production  |
🎥 Video | 🐙 GitHub | 💻 Slides |
| 12/13/23 | AI Makerspace | How to Become an AI Engineer in 2024  |
🎥 Video | 📙 No code for this event | 💻 No slides for this event |
| 12/07/23 | AI Makerspace | RAG for Complex PDFs  |
🎥 Video | 📙 Notebook 1: The Query Engine 📙 Notebook 2: Step-by-Step |
💻 Slides |
| 11/29/23 | AI Makerspace | The Lego Blocks of Transformers  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 11/22/23 | AI Makerspace | Agents: LangChain vs. OpenAI Assistants  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 11/15/23 | AI Makerspace | How to Build an LLM Application using GPT-4 Turbo and DALL·E 3  |
🎥 Video | 🐙 GitHub | 💻 Slides |
| 11/13/23 | AI Makerspace | **LLM Leadership: How to Build Competitive AI Advantage **  |
🎥 Video | 🖱️ App1 🖱️ App2 |
💻 Slides |
| 11/08/23 | AI Makerspace | Open-Source RAG with Gradient  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 11/01/23 | AI Makerspace | LLM Engineering: The Foundations  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 10/10/23 | AI Makerspace | High-performance RAG with LlamaIndex  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 09/21/23 | AI Makerspace | Smart RAG: Domain-specific fine-tuning for end-to-end Retrieval  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 09/12/23 | AI Makerspace | Beyond ChatGPT: Build Your First LLM Application  |
🎥 Video | 🐙 GitHub | 💻 Slides |
| 08/31/23 | AI Makerspace | RAG with Llama 2 and LangChain: Building with Open-Source LLM Ops  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 08/03/23 | AI Makerspace | LlamaIndex: How to use LLMs to Interface with Multiple Data Sources  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 07/05/23 | AI Makerspace | LangChain: How to Build ChatGPT for Your Data  |
🎥 Video | 📙 Notebook1 📙 Notebook2 |
|
| 05/31/23 | DeepLearningAI | Building with Instruction-Tuned LLMs: A Step-by-Step Guide  |
🎥 Video | 📙 Notebook | 💻 Slides |
| 11/09/22 | DeepLearningAI | Branching out of the Notebook: ML Application Development with GitHub  |
🎥 Video | 🐙 GitHub | |
| 09/28/22 | DeepLearningAI | Beyond Jupyter Notebooks: MLOps Environment Setup & First Deployment  |
🎥 Video | 🐙 GitHub | |
| 11/17/21 | DeepLearningAI | Step-by-Step Natural Language Processing Workshop: From Data to Deployment  |
🎥 Video | 🐙 GitHub | 💻 Slides |