Artificial Intelligence
In today’s rapidly evolving generative AI world, deepsense.ai aims to establish new solutions by combining Advanced Retrieval-Augmented Generation (RAG) with Small Language Models (SLMs). SLMs are compact versions of Language Models with fewer parameters, offering benefits like cost reduction, improved data privacy, and seamless offline functionality. The achievements and ongoing research represent efforts to enhance…
This paper introduces weakly supervised pre-training of vision models on large-scale image-text data, reframing it as a classification task. This approach eliminates the need for pairwise similarity computations in contrastive loss, addressing computational challenges and achieving a remarkable 2.7% increase in accuracy.