Infinite AI News is an AI news aggregator that provides curated and relevant news articles on AI and related technologies. The tool includes articles from various sources, including mp.weixin.qq.com, cnbc.com, and economictimes.indiatimes.com. It provides summaries of each article to give users an overview of the content discussed. Infinite AI News offers a feature for users to subscribe to important news via email. One of the articles featured in the tool discusses DeepSpeed ZeRO++, an optimization solution that reduces communication overheads and significantly improves training efficiency for large AI models. It achieves this by reducing total communication traffic by four times while maintaining model quality. This optimization technique accelerates large-scale pre-training and fine-tuning of models, as well as RLHF training. The article emphasizes that DeepSpeed ZeRO++ is a game-changer in terms of training efficiency and scalability. Another article covers a new neural network architecture called ModuleFormer that utilizes modularity to improve the efficiency and flexibility of large-scale language models. It introduces two module types, i.e., the MLP expert module and the broken stick attention expert module, which activate sparsely based on the input vector. The article highlights the three significant features that the module architecture supports, including efficiency, scalability, and module specialization. Infinite AI News provides a variety of articles from various domains, such as finance, technology, and architecture, that explore the latest AI trends and innovations.
