KIVI: A Plug-and-Play 2-bit KV Cache Quantization Algorithm without the Need for Any Tuning

Practical Solutions and Value of Instruction-Tuned LLMs in Clinical Tasks Addressing Sensitivity to Instruction Phrasing LLMs have been enhanced to handle various tasks with natural language instructions, but their performance is sensitive to how instructions are…

Practical Solutions for Exploiting Large Language Models’ Vulnerabilities Overview Limitations in handling deceptive reasoning can jeopardize the security of Large Language Models (LLMs). Challenges LLMs struggle to generate intentionally deceptive content, making them susceptible to attacks…

Understanding MDAgents in Medical Decision-Making What Are Foundation Models? Foundation models, like large language models (LLMs), offer great potential in medicine, especially for complex tasks such as Medical Decision-Making (MDM). MDM involves analyzing various data sources,…

AgentOhana from Salesforce Research addresses the challenges of integrating Large Language Models (LLMs) in autonomous agents by standardizing and unifying data sources, optimizing datasets for training, and showcasing exceptional performance in various benchmarks. It represents a…

Practical Solutions for Protein Engineering Introducing µFormer: A Deep Learning Framework Protein engineering is crucial for designing proteins with specific functions, but navigating the complex fitness landscape of protein mutations is challenging. Zero-shot approaches and learning-based…

Microsoft is poised for its best quarterly growth in nearly two years, with a projected 15.8% revenue rise. Its alliance with OpenAI has propelled it to a $3 trillion valuation, establishing dominance in AI. Analysts project…

Artificial intelligence has made significant strides in 2023, particularly in the medical field. Some notable models include Med-PaLM 2, Bioformer, MedLM, RoseTTAFold, AlphaFold, and ChatGLM-6B. These models show promise in transforming medical processes, from providing high-quality…

IBM Research has developed SimPlan, a hybrid approach that enhances large language models’ (LLMs) planning capabilities by integrating classical planning strategies. This innovative method addresses LLMs’ limitations in planning tasks and outperforms traditional LLM-based planners, showcasing…

Google DeepMind’s DiLoCo is a new optimization method for training language models that greatly reduces the need for communication, handles device differences, and maintains high performance. Inspired by Federated Learning, it incorporates AdamW and Nesterov Momentum,…

Practical Solutions and Value of AMD-135M AI Language Model Background and Technical Specifications AMD-135M is a powerful AI language model with 135 million parameters, ideal for text generation and comprehension. It works seamlessly with Hugging Face…

In November 2022, OpenAI launched ChatGPT, which quickly became the fastest-growing web app. Microsoft and Google also revealed plans to integrate chatbots with search, despite early hiccups. The tech now promises to revolutionize daily internet interactions,…

Hollywood’s Screen Actors Guild-American Federation of Television and Radio Artists (SAG-AFTRA) is dissatisfied with the latest proposal from the Alliance of Motion Picture and Television Producers (AMPTP) in ongoing labor discussions. The sticking point is the…

Understanding Continuous Autoregressive Models (CAMs) Continuous Autoregressive Models (CAMs) generate sequences of continuous data, but they face challenges like quality decline over long sequences due to error accumulation. This happens when small mistakes in predictions add…

In data science and AI, embedding entities into vector spaces enables numerical representation, but a study by Netflix Inc. and Cornell University challenges the reliability of cosine similarity, revealing its potential for arbitrary and misleading results.…

Microsoft is facing criticism from The Guardian for an AI-generated poll that accompanied a news story about a woman’s death. The poll prompted users to speculate on the cause of her death, with options including murder,…

AI Agents: Practical Solutions and Value Conversation: The Interaction Mechanism The conversation component enables AI agents to communicate effectively, gather information, and provide relevant responses through text-based or voice-based interactions. Natural Language Processing (NLP) underpins this…

Researchers from JPMorgan Chase & Co. conducted an experiment using OpenAI’s GPT-4 model to determine if it could pass the CFA exam. They found that ChatGPT would likely not be able to pass the CFA Levels…