Show HN: Forma ONNX Graph Viewer and Editor (github.com)

Forma has launched an innovative web application capable of inspecting, editing, and exporting ONNX and TFLite neural network models entirely within browsers, without the need for Python, servers, or installations. Users can simply drag and drop their model files to visualize the complete computation graph instantly. The application leverages WebAssembly for client-side processing, ensuring that models remain on the user's machine, while shared edit sequences can be sent securely through verified URL hashes. This tool is significant for the AI/ML community as it empowers users to manipulate neural network models with unprecedented ease and security. Key features include automatic layout rendering, real-time editing, and a comprehensive Layer Inspector that displays detailed attributes for each node. It supports extensive interaction with the models, such as editing attributes, deleting nodes, and promoting intermediate tensors to outputs. The ability to inspect and compare outputs from different model states side-by-side enriches the model evaluation process, making Forma a powerful resource for researchers and developers aiming to refine AI models efficiently.