{ "seed": 20260722, "seq_len": 512, "eval_samples": 4, "epochs_cap": 1, "rows": [ { "arm": "scale_80", "samples": 80, "points": 40960, "best_val_loss": 1.6425557136535645, "Affiliation-F": 0.06284466860196325, "F1_T": 0.06284466860196325, "Standard-F1": 0.06284466860196325, "VUS-PR": 0.024748325378238005 }, { "arm": "scale_120", "samples": 120, "points": 61440, "best_val_loss": 1.518439769744873, "Affiliation-F": 0.03773111238831465, "F1_T": 0.03773111238831465, "Standard-F1": 0.03773111238831465, "VUS-PR": 0.0173489950652482 }, { "arm": "scale_180", "samples": 180, "points": 92160, "best_val_loss": 1.6177384853363037, "Affiliation-F": 0.036136408553992104, "F1_T": 0.036136408553992104, "Standard-F1": 0.036136408553992104, "VUS-PR": 0.01593423381586978 } ], "elapsed_seconds": 16.0, "note": "Reduced scaling run: nested synthetic-RCD sample counts, checkpoint-free, same architecture/loss." }