Transformer
Artificial Intelligence
SHOW-O: A Single Transformer Uniting Multimodal Understanding and Generation
Significant advancements in large language models (LLMs) have inspired the event of multimodal large language models (MLLMs). Early MLLM efforts, equivalent to LLaVA, MiniGPT-4, and InstructBLIP, show notable multimodal understanding capabilities. To integrate LLMs...
Artificial Intelligence
Vision Mamba: Like a Vision Transformer but Higher
This is an element 4 of my latest multi-part series 🐍 Towards Mamba State Space Models for Images, Videos and Time Series.The field of computer vision has seen incredible advances lately. Considered one of...
Artificial Intelligence
Transformer Impact: Has Machine Translation Been Solved?
Google recently announced their release of 110 latest languages on Google Translate as a part of their 1000 languages initiative launched in 2022. In 2022, at the beginning they added 24 languages. With the...
Artificial Intelligence
What Does the Transformer Architecture Tell Us?
The stellar performance of enormous language models (LLMs) resembling ChatGPT has shocked the world. The breakthrough was made by the invention of the Transformer architecture, which is surprisingly easy and scalable. It continues to...
Artificial Intelligence
“Development of a brand new architecture to switch transformers…able to processing more data at lower cost”
A brand new architecture has been developed to enrich the weaknesses of the 'transformer' architecture, which slows down inference, requires plenty of memory space, and consumes plenty of power as input data grows. It's...
Artificial Intelligence
Flash Attention: Revolutionizing Transformer Efficiency
As transformer models grow in size and complexity, they face significant challenges by way of computational efficiency and memory usage, particularly when coping with long sequences. Flash Attention is a optimization technique that guarantees...
Artificial Intelligence
Apple Unveils Multimodal Training Framework ‘4M’… “Apple’s Ambition Towards Vision AI”
Apple has open-sourced a learning framework for models that may perform a wide range of vision AI functions. This permits a single model to handle dozens of various modality tasks, which is claimed to...
Artificial Intelligence
Transformer architecture introduced in spacecraft docking…”Trajectory calculation as an alternative of language generation”
Research results show that the synthetic intelligence (AI) architecture, which is the idea of 'ChatGPT', will be used for docking tasks that match the orbits and adjust the speed to attach the entrances and...
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