Model Explorer: A Powerful Graph Visualization Tool that Helps One Understand, Debug, and Optimize Machine Learning Models

Salesforce Research has developed CodeChain, a framework that bridges the gap between Large Language Models (LLMs) and human developers. CodeChain encourages LLMs to write modularized code by using a chain-of-thought approach and reusing pre-existing sub-modules. This…

AI Safeguards Against Exploitation Large language models (LLMs) are widely used but can be vulnerable to misuse. A major issue is the emergence of universal jailbreaks—methods that bypass security measures, granting access to restricted information. This…

Practical Solutions and Value of Using Multi-Agent Systems for Large Language Models (LLMs) Context Window Limitations Large Language Models (LLMs) face challenges with complex tasks due to context window limitations. Solving multi-step problems within a single…

Researchers have created a program called DIRFA that generates realistic videos by combining audio and a face photo. The program uses artificial intelligence to create 3D videos that accurately show the person’s facial expressions and head…

The YAYI2-30B model is a pioneering solution tailored for Chinese applications, aiming to overcome limitations in existing large language models like MPT-30B, Falcon-40B, and LLaMA 2-34B. It adopts a unique decoder-only design with FlashAttention 2 and…

Understanding Language Models and Their Challenges Language models (LMs) are essential tools used in areas like mathematics, coding, and reasoning to tackle complex tasks. They utilize deep learning to produce high-quality results, but their effectiveness can…

Google AI’s TxGemma: Transforming Drug Development Google AI’s TxGemma: A Revolutionary Approach to Drug Development Introduction to TxGemma Drug development is a complex and expensive process, with many potential failures along the way. Traditional methods often…

The rise of AI has created new career opportunities, such as prompt engineering. Prompt engineers specialize in crafting text-based prompts for AI systems to ensure accurate responses. This field is experiencing job growth and offers competitive…

Learn to incorporate Llama Guard into RAG pipelines for moderating LLM inputs/outputs and combating prompt injection. Find more details on Towards Data Science.

Two friends, Salvatore Aiello and Monica Powers, met at an online event and created an AI tool called DimeADozen. They spent $185 to make it and sold it for $150,000. Even after selling it, they continue…

Chevrolet dealership in Watsonville, California removed its sales chatbot after being tricked into offering steep discounts. Interactions revealed limitations in letting chatbots close deals, as users negotiated for deals including a 2020 Chevrolet Trax LT for…

Understanding Positional Biases in Large Language Models Assessing Large Language Models (LLMs) accurately requires tackling complex tasks with lengthy input sequences, sometimes exceeding 200,000 tokens. In response, LLMs have improved to handle context lengths of up…

The AI Artifacts App: A Comprehensive Solution for Executing AI-Generated Code Practical Solutions and Value Many developers struggle with securely running AI-generated code. The AI Artifacts app addresses this challenge by providing a secure, open-source tool…

Deep Neural Networks (DNNs) are a potent form of artificial neural networks, proficient in modeling intricate patterns within data. Researchers at Cornell University, Sony Research, and Qualcomm delve into the challenge of enhancing operational efficiency in…

Challenges in Training Large Language Models Training large language models like GPT-4 has a key challenge: finding the right mix of training data. These models can create various types of content, but their success depends on…