model deployment

Infini-AI offers a heterogeneous cloud platform supporting various models and chips, enabling developers to train and deploy large models cost-effectively.

Lightning AI, based in San Francisco, California, offers a comprehensive AI development platform designed to help users quickly build, train, fine-tune, and deploy models without worrying about infrastructure, cost management, scalability, and other technical issues. With pre-built, fully customizable modular components, users can focus on scientific research without being overly concerned with engineering details.

Hugging Face is a company focused on artificial intelligence and machine learning, offering a wealth of open-source tools and platforms to assist developers in building and deploying AI applications. Its core products include the Transformers library, Hugging Face Hub, and Gradio, supporting various deep learning frameworks, and committed to promoting the popularization and innovation of AI technology.

ModelScope, launched by Alibaba DAMO Academy, is a comprehensive AI model sharing and service platform designed to provide developers, researchers, and enterprise users with a wealth of pre-trained model resources and convenient model acquisition, deployment, and application experiences.