AI Agents and Tools in Action - Demos and Tutorials
Explore cutting-edge AI demos and tutorials on agent collaboration, RAG systems, game development, and voice transcription. Master advanced techniques in Python, OpenAI API, and Claude AI.
The World Is Worth How Many APIs? A Thought Experiment
Explore a thought experiment on the number of APIs needed for versatile AI agents in physical environments, using wikiHow tutorials to induce and analyze a rich action space.
Using Multiple LLMs in Java with Spring AI
Integrate multiple LLMs in Java using Spring AI. Learn to configure and utilize OpenAI's GPT-4 and Anthropic's Claude 3.5 Sonnet in a single Spring Boot project.
Physics 4A - Problem Solving with ChatGPT 4.0 - Set 7
Enhance problem-solving skills in physics using ChatGPT 4o, focusing on Set 7 exercises from a college-level course.
OpenAI Fine-tuning vs Distillation - Techniques and Implementation
Explore OpenAI fine-tuning and distillation techniques using a free Colab notebook. Learn to generate datasets, run fine-tuning, and evaluate models for improved AI performance.
Evaluating Fairness in ChatGPT - OpenAI Research Overview
Explore OpenAI's latest research on assessing fairness in ChatGPT, gaining insights into AI ethics and evaluation methodologies for large language models.
Deep Learning on Electronic Health Records: Unlocking the Power of Clinical Data - Lecture 1
Unlock the power of EHR data using deep learning NLP. Explore frameworks for extracting clinical information, leveraging pretrained transformer models, and addressing challenges in applying language models to healthcare data.
RAG++: From POC to Production - Advanced Techniques and Implementation
Explore advanced RAG techniques, from basic concepts to production-ready implementations, in this comprehensive guide to enhancing AI-powered information retrieval systems.
Exploring the Impact of Agentic Workflows - MLOps Podcast Episode 268
Dive into the world of AI agents in production with insights on deployment strategies, real-world applications, and practical advice for integrating AI into everyday systems while maintaining human oversight.
Fine-Tuning BERT for Text Classification - Python Code Tutorial
Dive into fine-tuning BERT for text classification, focusing on phishing URL detection. Learn key concepts and implement Python code to enhance your natural language processing skills.
Advanced Evaluation Techniques for AI Agents
Uncover advanced techniques for evaluating LLM-powered AI agents, addressing behavioral instability, comprehensive testing, and cascading failures. Gain insights from production experiences to implement robust evaluation pipelines.
Handshake's Approach to Content Tagging with vLLM and Anyscale
Explore Handshake's journey in implementing vLLM-based content tagging using Anyscale, enhancing job feed performance and addressing growing LLM requirements through innovative internal tools and methodologies.
Robust Generalization in the Era of LLMs - Jailbreaking Attacks and Defenses
Explore jailbreaking attacks on LLMs, their vulnerabilities, and defense strategies. Gain insights into robust generalization and evaluation methods for production language models.
Meta's Roadmap for Full Stack AI - Insights from Llama Ecosystem
Explore Meta's roadmap for full-stack AI with Joe Spisak. Gain insights into the Llama ecosystem, building generative AI agents at scale, and leveraging open AI for innovation and application development.
Llama 1, 2, 3 - On the Way to Open Intelligence
Dive into the evolution of Large Language Models with Meta's GenAI Director. Explore Llama's journey, its impact on open AI, and the future of collaborative LLM development.
Llama Interprets the World - Unlocking New Possibilities with Multimodal Reasoning
Discover how Llama's latest multimodal reasoning capabilities can enhance chatbots, virtual assistants, and unlock innovative applications for your projects.
Create AI with Expertise and Memory Using Lamini
Explore open compound AI architectures, memory tuning, and scalable serving designs for Llama developers to accelerate inference and achieve domain specialization.
Going from Single Model to Compound AI Systems
Explore innovative approaches to scale and enhance Llama capabilities, including open compound AI architectures and distributed inference engines for accelerated performance.
Building Responsibly With Llama - Ethical Approaches to GenAI Safety
Explore the evolution of AI ethics and Meta's approach to GenAI safety, focusing on responsible development and deployment of Llama models.
Physics 4B - Problem Solving with ChatGPT 4.0 - Set 7
Enhance your problem-solving skills in Physics 4B using ChatGPT 4o, focusing on Set 7 challenges from the Fall 2024 class.
Physics 4B - Problem Solving with ChatGPT 4.0 - Set 8
Enhance your problem-solving skills in physics using ChatGPT 4o, focusing on Set 8 challenges from the PHYS 4B curriculum.