{ "model": "EleutherAI/pythia-410m", "theta": 10000, "gamma_pred": 0.99999561666838, "C_theory": 9.2103, "distances": [ 10, 20, 30, 50, 100, 200, 500, 1000, 2000 ], "distances_fit": [ 30, 50, 100, 200, 500, 1000, 2000 ], "d_min_fit": 30, "n_prompts_per_distance": 150, "seeds": [ 42, 123, 7 ], "attn_by_distance": { "10": { "mean_across_seeds": 0.009754525538430446, "std_across_seeds": 0.0003722593944128235, "per_seed_means": [ 0.009823903981596232, 0.009267889905410508, 0.010171782728284597 ] }, "20": { "mean_across_seeds": 0.009123972739713887, "std_across_seeds": 0.0007766048034381784, "per_seed_means": [ 0.010081037391598026, 0.008178864621246855, 0.009112016206296782 ] }, "30": { "mean_across_seeds": 0.0038759738756602422, "std_across_seeds": 8.204626140183602e-05, "per_seed_means": [ 0.0038872477606249354, 0.003770326642940442, 0.0039703472234153495 ] }, "50": { "mean_across_seeds": 0.0032870457074346223, "std_across_seeds": 7.352391975717852e-05, "per_seed_means": [ 0.0032759768589554973, 0.0033821164964077375, 0.0032030437669406334 ] }, "100": { "mean_across_seeds": 0.0016699490632163362, "std_across_seeds": 4.519511018857947e-05, "per_seed_means": [ 0.0017094237510658179, 0.001693745714534695, 0.0016066777240484954 ] }, "200": { "mean_across_seeds": 0.001006049710429377, "std_across_seeds": 1.7124807153708726e-05, "per_seed_means": [ 0.0010300154409681758, 0.0009970870024214188, 0.0009910466878985365 ] }, "500": { "mean_across_seeds": 0.0004026397552903897, "std_across_seeds": 2.1794816158143854e-05, "per_seed_means": [ 0.0004279522445479718, 0.0003747526396182366, 0.00040521438170496065 ] }, "1000": { "mean_across_seeds": 0.0001901201162480801, "std_across_seeds": 1.22550448532374e-05, "per_seed_means": [ 0.00018012737991133083, 0.00020737976708915085, 0.0001828532017437586 ] }, "2000": { "mean_across_seeds": 7.827874543484844e-05, "std_across_seeds": 3.882609187098134e-06, "per_seed_means": [ 7.300645292464954e-05, 8.224311603650373e-05, 7.958666734339203e-05 ] } }, "fit_power_law": { "gamma": 0.9362347719713631, "log_A": -2.126749270781839, "R2": 0.987529, "n_points": 7 }, "fit_exponential": { "lambda": 0.001877382921682511, "log_A": -6.160531693807699, "R2": 0.855756, "n_points": 7 }, "delta_R2_power_minus_exp": 0.1318, "gamma_CI_95": { "lo": 0.7880672419289397, "hi": 1.0390619514918187 }, "decision": "CONFIRMED: \u03b3 law holds (\u03b3\u00d7ln(\u03b8) = C)" }