{ "model": "GlyphForge Conditional VAE", "parameters": 9504, "latent_dimensions": 8, "best_epoch": 158, "test": { "reconstruction_mse": 0.023938464456134373, "mean_kl": 0.3978222034595631, "examples": 270 }, "generation": { "judge_accuracy": 0.9990000128746033, "judge_accuracy_by_class": { "0": 1.0, "1": 0.9900000095367432, "2": 1.0, "3": 1.0, "4": 1.0, "5": 1.0, "6": 1.0, "7": 1.0, "8": 1.0, "9": 1.0 }, "mean_pixel_variance_by_class": { "0": 0.0066222199238836765, "1": 0.01683112047612667, "2": 0.012290791608393192, "3": 0.010615515522658825, "4": 0.011259874328970909, "5": 0.011659887619316578, "6": 0.010034985840320587, "7": 0.012352265417575836, "8": 0.011395774781703949, "9": 0.011373817920684814 }, "samples": 1000 }, "judge": "Tiny Vision labels-only student, 98.52% real-image test accuracy" }