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Hugging Face is an open-source platform that provides tools and resources for working on natural language processing (NLP) and computer vision projects. The platform offers model hosting, tokenizers, machine learning applications, datasets, and educational materials for training and implementing AI models. It has become a leading platform for learning and sharing ideas about machine learning, with its emphasis on community collaboration, accessibility, efficiency, and the opportunity to build a professional portfolio.