Program-Aided Language Models with LangChain
Explore Program-aided Language Models implementation in LangChain, featuring code walkthrough, examples, and practical applications for enhanced language model performance.
Trying Out Flan 20B with UL2 - Working in Colab with 8-Bit Inference
Explore Flan-UL2 20B model in Google Colab using 8-bit inference. Learn about zero-shot capabilities, chain-of-thought prompting, and practical applications in various NLP tasks.
The LangChain Cookbook - Beginner Guide to 7 Essential Concepts
Explore 7 essential LangChain concepts: Schema, Models, Prompts, Indexes, Memory, Chains, and Agents. Learn how to leverage these components for building powerful language AI applications.
Introduction to Azure OpenAI Service
Explore Azure OpenAI Service capabilities, use cases, and enterprise readiness through a walkthrough and live demonstration of this powerful language model integration.
Structured Quantization for Neural Network Language Model Compression
探讨神经网络语言模型的结构化量化压缩技术,展示如何在不损失性能的情况下实现70-100倍的高压缩率,适用于资源受限场景。
Latest AI News Roundup: From AGI Stages to Multimodal Models
Explore cutting-edge AI developments: AGI stages, medical applications, multimodal models, autonomous driving, and more. Stay informed about the latest advancements in artificial intelligence across various domains.
End-to-End AI App Development: Prompt Engineering to LLMOps
Comprehensive guide to Azure AI's features for streamlining AI app development, from prototyping to deployment. Learn to maximize LLM capabilities and harness Generative AI potential with Azure AI Studio.
Zephyr 7B Beta - Comparing a 7B LLM with 70B Models
Explore Zephyr 7B Beta's performance against larger models through paper review and hands-on Google Colab tutorial. Learn setup, prompting, and practical applications in math, coding, and data tasks.
Yi 34B: The Rise of Powerful Mid-Sized Models - Base, 200k, and Chat
Explore Yi 34B, a powerful mid-sized AI model. Learn about its performance, versions, and potential applications. Discover insights from AI expert Kai-Fu Lee and see practical demonstrations.
24 Key AI Updates and News in 26 Minutes
Comprehensive overview of recent AI advancements, including updates from major tech companies, new AI models, and emerging technologies in voice, vision, and language processing.
Deploying Your Own Language Models - A Use Case Demo with Open Source Tools
Explore domain-specific language model adaptation and deployment using open source tools. Learn cost-effective techniques, optimization strategies, and ethical considerations for building powerful AI applications.
Any LLM Auto Chat and Chat with Multiple LLMs - Unified Chat Python Class Demo
Explore a Python class for complex multi-LLM interactions, enabling chats with various models and automated conversations between different AI systems.
Bring Your App into the AI-Age with Weaviate and Docker - DockerCon 2023
Explore integrating AI capabilities into your applications using Weaviate and Docker. Learn about vector databases, LLMs, and overcoming hallucination through Retrieval Augmented Generation for AI-powered features.
NeurIPS 2023 Research Highlights - Poster Session 2
Explore cutting-edge AI research from NeurIPS 2023, covering topics like RNN training, image editing, language models, transformers, geo-localization, and hardware resilience in image classifiers.
Language Models for Quantum Simulation - IPAM at UCLA
Explore how language models like GPT are revolutionizing quantum simulation, with focus on their application in learning quantum states in Rydberg atom arrays and potential impact on quantum computing.
Fine-Tuning ChatGPT 3.5 with Synthetic Data from GPT-4 - Step-by-Step Guide
Explore step-by-step fine-tuning of ChatGPT 3.5 using GPT-4 synthetic data. Learn dataset selection, generation, model training, and evaluation for improved LLM results.
ORPO: Monolithic Preference Optimization without Reference Model
Innovative approach to language model preference alignment without separate fine-tuning, achieving state-of-the-art performance using odds ratio optimization across various model sizes.
Machine Learning News: Chips, Robots, and Models - April 2024 Update
Comprehensive update on AI advancements: new chips, models, and industry developments. Covers breakthroughs in language models, vision-language models, and AI applications across tech giants and startups.
Prompt Engineering for ChatGPT - Full Course
Master prompt engineering techniques to enhance AI interactions and unlock creative problem-solving potential. Gain practical skills through hands-on exercises and real-world applications.
Scalable Extraction of Training Data from Language Models
Explore techniques to extract training data from language models, revealing vulnerabilities in data privacy and model security. Learn about new attacks and their implications for AI alignment and memorization.
Unlocking the Power of AI for the Greater Good
Explore AI's potential for societal benefit through innovative research, ethical considerations, and real-world applications in this thought-provoking keynote by Ali Farhadi.