This AI Paper from Microsoft Present SiMBA: A Simplified Mamba-based Architecture for Vision and Multivariate Time Series
Language models’ evolution is shifting from Large Language Models (LLMs) to the era of Small Language Models (SLMs). At the ...
Tag: Architecture
Blackwell Architecture Will Accelerate AI Products in Late 2024
NVIDIA CEO Jensen Huang revealed during the NVIDIA GTC conference on March 18 in San Jose, California, that the latest ...
Bridging Modalities with VisionLLaMA: A Unified Architecture for Vision Tasks
Large language models, predominantly based on transformer architectures, have reshaped natural language processing. The LLaMA family of models has emerged ...
Salesforce AI Researchers Propose BootPIG: A Novel Architecture that Allows a User to Provide Reference Images of an Object in Order to Guide the Appearance of a Concept in the Generated Images
Personalized image generation is the process of generating images of certain personal objects in different user-specified contexts. For example, one ...
Maximizing your event-driven architecture investments: Unleashing the power of Apache Kafka with IBM Event Automation
In today’s rapidly evolving digital landscape, enterprises are facing the complexities of information overload. This leaves them grappling to extract ...
Information architecture is changing: These are UX trends transforming the discipline
If the UX field saw anything in 2023 with all its technological developments, it’s that the proverb “Let go or ...
Parameter-Efficient Sparsity Crafting (PESC): A Novel AI Approach to Transition Dense Models to Sparse Models Using a Mixture-of-Experts (Moe) Architecture
The emergence of large language models (LLMs) like GPT, Claude, Gemini, LLaMA, Mistral, etc., has greatly accelerated recent advances in ...
DeepSeek-AI Proposes DeepSeekMoE: An Innovative Mixture-of-Experts (MoE) Language Model Architecture Specifically Designed Towards Ultimate Expert Specialization
The landscape of language models is rapidly evolving, driven by the success of scaling models with increased parameters and computational ...
Meet MosaicBERT: A BERT-Style Encoder Architecture and Training Recipe that is Empirically Optimized for Fast Pretraining
BERT is a language model which was released by Google in 2018. It is based on the transformer architecture and ...
Meet UniRef++: A Game-Changer AI Model in Object Segmentation with Unified Architecture and Enhanced Multi-Task Performance
Object segmentation across images and videos is a complex yet pivotal task. Traditionally, this field has witnessed a siloed progression, ...
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