Getting Started with Meta Llama 3.2 and Its Variants Using Groq and Hugging Face
Explore Meta Llama 3.2 variants using Groq and Huggingface. Learn to fine-tune, distill, and deploy this open-source AI model in various sizes for your projects.
AI Unwrapped: Creating a Christmas Calendar App Using Only AI-Generated Code
Explore AI-driven app development through a Christmas calendar project. Learn prompts, challenges, and practical insights on leveraging AI tools for coding and innovation.
Using ChatGPT for Azure AD and PowerShell Scripting
Explore ChatGPT's capabilities in Azure AD and PowerShell scripting. Learn to create, refine, and document code while understanding its limitations and potential inaccuracies.
Fun with Regular Expressions
Explore regular expressions and video chapter creation with practical examples, AI assistance, and a provided PowerShell script for hands-on learning.
Trusting Your Co-Pilot: Understanding AI Assistants and Their Reliability
Explore the trustworthiness of Co-Pilots, understanding their information handling and response accuracy. Gain insights into GPT-4, Microsoft 365 Co-Pilot, and the iterative inference process.
Advanced Voice ChatGPT and Three Other Important AI Stories
Explore advanced AI developments: ChatGPT's voice upgrade, OpenAI's ambitious plans, Gemini 1.5 Pro 002's capabilities, and NotebookLM's potential. Gain insights into the rapidly evolving AI landscape and its future implications.
Llama 101: Introduction to Meta's Large Language Model
Explore Meta's Llama language model, its capabilities, applications, and the community-driven approach to innovation and positive impact.
How Meta Technologies Are Built with Llama Models
Explore Llama's capabilities and learn how Meta leverages it to power AI products like Meta AI, featuring 405B parameters and advanced reasoning.
Llama 101 - Introduction to Meta's Large Language Model
Explore Llama's capabilities, applications, and community-building efforts in this state-of-the-art large language model introduction.
Setting Up a Local AI Like ChatGPT on Your Own Machine
Set up a local AI engine like ChatGPT on your personal machine. Learn the reasons and steps for implementing your own AI system for enhanced privacy and control.
Building Reliable AI Agents - LLMs in Production Conference Part 2
Explore the fundamentals of building reliable AI agents, their business applications, and key challenges in agentic automation.
Wardley Mapping for Prompt Engineering - Part 2
Explore Wardley Mapping for strategic prompt engineering in AI, learning to analyze value chains and target efforts effectively.
End-to-end Modern Machine Learning in Production - Part 2
Explore RLHF, efficient training techniques, on-device ML, and optimizations in modern machine learning production with insights from a Hugging Face lead engineer.
LIMA: Less is More for Alignment - Turning Language Models into Chatbots
Explore LIMA, a LLaMa-based model fine-tuned on 1,000 curated prompts, producing impressive responses without user data or RLHF. Discover insights on language model alignment from this innovative approach.
MLOps LLM Stack Hackathon Winner - Visualizing MLOps Community Trends
Explore MLOps community trends through interactive tools visualizing Slack message content, presented by open-source contributor and LangChainGo maintainer Travis Cline.
Building a Retrieval Augmented Generation System: Challenges and Best Practices
Explore the challenges and best practices in building a Retrieval Augmented Generation system, focusing on data quality, query engines, and contextualization for informed decision-making in your projects.
The State of Open Source AI: Deployment Engines, Licenses, and Hardware
Explore the latest in open-source AI: deployment challenges, evolving licenses, and hardware advancements. Gain insights into project maintenance, permissive architectures, and improving software portability for AI development.
Fine-Tuning LLMs: Helix for Text and Image AI Models
Explore Helix for fine-tuning text and image AI using open-source models. Learn about challenges in creating a fine-tuning service platform from a software infrastructure expert.
Lessons from Building LLM-based Social Media Products
Explore Gen AI product development for social media: from ideation to success measurement. Learn efficient strategies for user-centric AI products, hardware planning, and building user trust.
Explaining ChatGPT to Anyone in 10 Minutes
Learn to effectively communicate the complexities of ChatGPT and generative AI to diverse audiences using a simple three-part framework, enhancing public understanding and fostering responsible AI development.
The Role of ML Engineers in the Era of GPT-4 and BARD
Explore the evolving role of ML engineers amid the rise of large language models. Learn to evaluate API suitability, address privacy concerns, and adapt skills for future projects.