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Gradio introduces Workflow, a feature that enables building agent-friendly and human-friendly UIs for complex AI workflows by describing steps as a graph of typed nodes, with drag-and-drop canvas, REST API, and easy deployment to Hugging Face Spaces.
Two 19-year-old undergraduates from the University of Waterloo built a complete machine learning framework and a 12M-parameter large language model from scratch in four months, using Rust and TypeScript, emphasizing understanding from the bottom up rather than just using packages.
Higgsfield is an open-source GPU orchestration and machine learning framework designed for fault-tolerant, scalable distributed training of large language models with billions to trillions of parameters.