Clipdrop Launches Stable Doodle

Stability AI launches Stable Doodle, a sketch-to-image tool that converts a simple drawing into a dynamic image, providing limitless imaging possibilities to a range of professionals and hobbyists. Bringing a drawing to life has never been made simpler. This new tool from Clipdrop by Stability AI has the ability to dramatically enhance a range of …

Data integrity vs. data quality: Is there a difference?

In short, yes. When we talk about data integrity, we’re referring to the overarching completeness, accuracy, consistency, accessibility, and security of an organization’s data. Together, these factors determine the reliability of the organization’s data. Data quality uses those criteria to measure the level of data integrity and, in turn, its reliability and applicability for its …

SymbolTuning

Symbol tuning improves in-context learning in language models

Posted by Jerry Wei, Student Researcher, and Denny Zhou, Principal Scientist, Google Research A key feature of human intelligence is that humans can learn to perform new tasks by reasoning using only a few examples. Scaling up language models has unlocked a range of new applications and paradigms in machine learning, including the ability to …

ml 13732 image002

Effectively solve distributed training convergence issues with Amazon SageMaker Hyperband Automatic Model Tuning

Recent years have shown amazing growth in deep learning neural networks (DNNs). This growth can be seen in more accurate models and even opening new possibilities with generative AI: large language models (LLMs) that synthesize natural language, text-to-image generators, and more. These increased capabilities of DNNs come with the cost of having massive models that …

NCCL Fast Socket.0995064319080475.max 1000x1000 1

Improve training time of distributed machine learning with NCCL Fast Socket

Large Machine Learning (ML) models – such as large language models, generative AI, and vision models – are dramatically increasing the number of trainable parameters and are achieving state-of-the-art results. Increasing the number of parameters results in the model being too large to fit on a single VM instance thus demands distributed compute to spread …

industries gen ai infographic

AI-Fueled Productivity: Generative AI Opens New Era of Efficiency Across Industries

A watershed moment on Nov. 22, 2022, was mostly virtual, yet it shook the foundations of nearly every industry on the planet. On that day, OpenAI released ChatGPT, the most advanced artificial intelligence chatbot ever developed. This set off demand for generative AI applications that help businesses become more efficient, from providing consumers with answers …

Deepfake videos prompt false memories of films in half of participants

In a new study, deepfake video clips of movie remakes that don’t actually exist prompted participants to falsely remember the films—but simple text descriptions of the fake movies prompted similar false memory rates. Gillian Murphy of University College Cork, Ireland, and Lero, the Science Foundation Ireland Research Centre for Software, and colleagues presented these findings …