Do large language models really need all these layers? This AI research unmasks model efficiency: finding essential components in large language models

Do large language models really need all these layers?  This AI research unmasks model efficiency: finding essential components in large language models

https://www.amazon.science/blog/do-large-language-models-really-need-all-those-layers The advent of large language models (LLMs) has generated considerable interest among the public, especially with the emergence of ChatGPT. These models, trained on large amounts of data, can learn in context, even with minimal examples. This year, a paper presented at the Association for Computational Linguistics (ACL) meeting delves into the importance of … Read more

New AI Research Introduces GPT4RoI: A Visual Language Model Based on Instruction Large Language Model (LLM) Optimization on Region-Text Pairs

New AI Research Introduces GPT4RoI: A Visual Language Model Based on Instruction Large Language Model (LLM) Optimization on Region-Text Pairs

https://arxiv.org/abs/2307.03601 Large language models (LLMs) have come a long way recently, demonstrating extraordinary performance in conversational tasks that require natural language processing. Examples include the commercial products ChatGPT, Claude, Bard, text-only GPT-4, and the opensource community LLama, Alpaca, Vicuna, ChatGLM, MOSS, etc. artificial intelligence models. As a result of the LLM’s effectiveness, the multimodal modeling … Read more

Alibaba Cloud launches AI image generation model, Tongyi Wanxiang

Alibaba Cloud launches AI image generation model, Tongyi Wanxiang

Alibaba Cloud, the digital technology and intelligence backbone of Alibaba Group, has unveiled its latest AI image generation model, Tongyi Wanxiang (Wanxiang means tens of thousands of images). The state-of-the-art generative AI model is now available to enterprise customers in China for beta testing. Additionally, the cloud pioneer announced the launch of ModelScopeGPT, a versatile … Read more

Meta to release a commercial AI model in a bid to catch rivals

Meta to release a commercial AI model in a bid to catch rivals

Meta is set to release a commercial version of its AI model, enabling startups and companies to build custom software based on the technology. The move will allow Meta to compete with Microsoft-backed OpenAI and Google, who are advancing in the race to develop generative AI. The software, which can create text, images and code, … Read more