artificial intelligence advances, especially those of large language models (LLMs), have increasingly shown glimpses of human-like intelligence. This has led to bold claims that thes...doi:10.1007/s00146-023-01724-yBrowningJacobSpringer LondonLondonAI & SOCIETY...
Types of large language models Future of large language models Large Language Models (LLMs) are powerful artificial intelligence (AI) algorithms utilising deep learning and massive data sets which SMEs can leverage for business expansion through content creation, marketing, and customer service enga...
Businesses are keen to unlock the power of generative AI, and yet large language models like ChatGPT presentobvious challengesfor corporate use. Astudy this monthfound that 75% of organizations are considering or have implemented bans on generative AI applications, citing security, privacy, and othe...
NVIDIA NeMo framework, part of the NVIDIA AI platform, enables easy, efficient, cost-effective training and deployment of large language models. Designed for enterprise application development, NeMo provides an end-to-end workflow for automated distributed data processing; training large-scale, customize...
摘要 Large language models (LLMs) promise to revolutionize many aspects of the creation and dissemination of scientific knowledge; however, their use in scientific writing remains controversial, because of concerns about authorship, originality, factual inaccuracies, and “hallucinations” or confabulations...
链接MoE-LLaVA: Mixture of Experts for Large Vision-Language Models - 2401.15947.pdf TL;DR MoE-LLaVA提出了一种将大型视觉语言模型(LVLMs)与专家混合(MoE)结构相结合的训练策略,实现… 杜佳慧 Vision-Guided Quadrupedal Locomotion in the Wild Mehooz 【CV-review】a-year-in-computer-vision 最近刷屏的,...
The scarcity of non-English data limits the development of non-English large language models (LLMs). Transforming English-centric LLMs to non-English has been identified as an effective and resource-efficient method. Previous works start from base LLMs and perform knowledge distillation (KD) with...
Large language models in particular, such as OpenAI’s GPT-4 and Google DeepMind’s Gemini, have an astonishing ability to generalize. “The magic is not that the model can learn math problems in English and then generalize to new math problems in English,” says Barak, “but that th...
In the AI wars, where tech giants have been racing to build ever-larger language models, a surprising new trend is emerging: small is the new big. As progress in large language models (LLMs) shows some signs of plateauing, researchers and developers are increasingly turning their attention ...
In the realm of artificial intelligence, language models are revolutionizing how we interact with machines. However, within this domain exists a crucial distinction: small language models (SLMs) and large language models (LLMs). While LLMs often steal the spotli...