The framework provides two deployment strategies, Colab and Docker, which accurately cover user groups with different technical backgrounds. Google Colab solution uses a pre-configured environment, which can be started by the user in just five clicks, and is especially suitable for self-media practitioners to quickly try out the solution; whereas the Docker deployment manages the API key through the env file, and supports GPU-accelerated rendering, which can meet the customization needs of technical team's in-depth customization needs. The data shows that 85% of non-technical users choose the Colab route, whose built-in Gradio interface provides visual progress bars and error alerts; the rest of the professional users take advantage of the Docker version to achieve docking with the enterprise CMS system, such as a news platform that integrates it into the pipeline for automatically generating video news.
This answer comes from the articleShortGPT: An Artificial Intelligence Framework for Automatic Short Video GenerationThe
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