EPFL and Apple Researchers Open-Sources 4M: An Artificial Intelligence Framework for Training Multimodal Foundation Models Across Tens of Modalities and Tasks

EPFL and Apple Researchers Open-Sources 4M: An Artificial Intelligence Framework for Training Multimodal Foundation Models Across Tens of Modalities and Tasks AI News, AI, AI tools, Dhanshree Shripad Shenwai, Innovation, itinai.com, LLM, MarkTechPost, t.me/itinai 🚀 **Breaking News: EPFL and Apple Researchers Open-Sources 4M: An AI Framework for Multimodal Foundation Models!** 🌐 Training large language models (LLMs) in natural language processing (NLP) is popular, but flexible and scalable vision models are equally crucial. The EPFL and Apple team introduces 4M, a multimodal masked modeling approach, to efficiently handle various input types and excel in scalability and shared representations. ⚙️ **Key Points:** - **Scalability Factors**: Data, architecture, and training purpose are critical. 4M ensures performance improvement with an increasing model size and efficient handling of an increasing number of modalities without increasing computational costs. - **4M Approach**: A single integrated Transformer encoder-decoder with a multimodal masked modeling goal, combining the best features of masked modeling and multimodal learning. - **Efficient Training**: 4M can train efficiently by utilizing input and target masking, preventing computational costs from quickly increasing as the number of modalities grows. 🔍 **Practical Applications**: 4M models can be fine-tuned to achieve remarkable results on unforeseen downstream tasks and input modalities, allowing diverse expression of user intent and various multimodal editing tasks. 🤖 **AI Solution for Middle Managers**: Looking to evolve with AI? Consider leveraging EPFL and Apple's 4M to identify automation opportunities, define KPIs, and implement gradual AI solutions to stay competitive and redefine your way of work. 📈 **For AI KPI management advice, connect with us at hello@itinai.com. Explore the AI Sales Bot from itinai.com/aisalesbot designed to automate customer engagement 24/7 and manage interactions across all customer journey stages.** 🔗 **Useful Links:** - AI Lab in Telegram @aiscrumbot – free consultation - [Read more at MarkTechPost](https://t.co/usE17pnXf9) - Twitter – @itinaicom **Join the AI revolution with EPFL and Apple's 4M! #AI #EPFL #Apple #4M #MultimodalModels**