XTuner: An Efficient, Flexible, and Full-Featured AI Toolkit for Fine-Tuning Large Models
Fine-tuning large language models (LLMs) efficiently and effectively is a common challenge. Imagine you have a massive LLM that needs adjustments or training for specific tasks, but the process is…
LayerSkip: An End-to-End AI Solution to Speed-Up Inference of Large Language Models (LLMs)
Many applications have used large language models (LLMs). However, when deployed to GPU servers, their high memory and computing demands result in substantial energy and financial expenditures. Some acceleration solutions…
This AI Paper from Princeton and Stanford Introduces CRISPR-GPT For Innovative Gene-Editing Enhancements
Gene editing is a cornerstone of modern biotechnology. It enables the precise manipulation of genetic material, which has implications across various fields, from medicine to agriculture. Recent innovations have pushed…
A Comparative Analysis: Humans and AI Across Different Tasks
Understanding Human and Artificial Intelligence: Human intelligence is complex, encompassing various cognitive abilities such as problem-solving, creativity, emotional intelligence, and social interaction. In contrast, artificial intelligence represents a different paradigm,…
Fine-tuning AdvPrompter: A Novel AI Method to Generate Human-Readable Adversarial Prompt
Large Language Models (LLMs) have succeeded greatly and are widely used in various fields. LLMs are sensitive to input prompts, and this behavior has led to multiple research studies to…
PyTorch Introduces ExecuTorch Alpha: An End-to-End Solution Focused on Deploying Large Language Models and Large Machine Learning ML Models to the Edge
PyTorch recently introduced ExecuTorch alpha to address the challenge of deploying powerful machine learning models, including extensive language models (LLMs), on edge devices that are limited in resources, such as…
New Arm Processors Boost Security for AI-enabled SDVs
The auto industry is going through a major transformation. The emergence of software-defined vehicles (SDVs) is reshaping the industry and radically changing how people interact with vehicles. Just like how…
Intersect360 Research Takes a Deep Dive into the HPC-AI Market in New Report
A new report out of analyst firm Intersect360 Research is shedding some new light on just how valuable the HPC and AI market is. Taking both of these technologies as…
Amazon’s New AI Assistant Is an Editor to Prevent Hallucinations
Large-language models regularly spit out off-the-rails answers, and companies are introducing editors and guardrails to ensure that responses from AI are more on point. Amazon this week announced the general…
Coalition of news publishers sue Microsoft and OpenAI
A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without…