{ "model_type": "threshold_network", "task": "mod5_classification", "architecture": "8 -> 9 -> 4 -> 5", "input_size": 8, "hidden1_size": 9, "hidden2_size": 4, "output_size": 5, "num_parameters": 146, "num_neurons": 18, "activation": "heaviside", "weight_constraints": "integer", "verification": { "method": "coq_proof", "exhaustive": true, "constructive": true, "algebraic": true, "axiom_free": true }, "accuracy": { "all_inputs": "256/256", "percentage": 100.0 }, "algebraic_insight": "Weights (1,1,1,1,-4) on thermometer encoding produce cumsum = HW mod 5", "github": "https://github.com/CharlesCNorton/mod5-verified", "related": { "mod3_model": "https://huggingface.co/phanerozoic/tiny-mod3-prover", "parity_model": "https://huggingface.co/phanerozoic/tiny-parity-prover" } }