{ "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": 0.010637531184022211, "std_across_seeds": 0.0009754603695845838, "per_seed_means": [ 0.011129466105097284, 0.009275416589807718, 0.01150771085716163 ] }, "20": { "mean_across_seeds": 0.007524669199354119, "std_across_seeds": 0.0003411354121354146, "per_seed_means": [ 0.007683635454935332, 0.007050715095053116, 0.007839657048073908 ] }, "30": { "mean_across_seeds": 0.004181321816156721, "std_across_seeds": 0.0005739251464089627, "per_seed_means": [ 0.004148942732523816, 0.0034951590199489148, 0.004899863695997434 ] }, "50": { "mean_across_seeds": 0.0032434275430083897, "std_across_seeds": 0.00038951675769930105, "per_seed_means": [ 0.0033627199286517377, 0.0027180432780490567, 0.003649519422324374 ] }, "100": { "mean_across_seeds": 0.001533225679288282, "std_across_seeds": 0.00015696365531593024, "per_seed_means": [ 0.0016638820634883207, 0.0013124849214606609, 0.0016233100529158644 ] }, "200": { "mean_across_seeds": 0.000936404794475594, "std_across_seeds": 0.00014957001750693787, "per_seed_means": [ 0.0009389797098507794, 0.0007519457981591889, 0.0011182888754168137 ] }, "500": { "mean_across_seeds": 0.0003803397886238397, "std_across_seeds": 4.863341317573991e-05, "per_seed_means": [ 0.00040086741908453407, 0.0003132272653480565, 0.00042692468143892863 ] }, "1000": { "mean_across_seeds": 0.0001626184749986553, "std_across_seeds": 1.772572747902181e-05, "per_seed_means": [ 0.00017353555046308126, 0.00013761728597576925, 0.00017670258855711533 ] }, "2000": { "mean_across_seeds": 5.13333430424407e-05, "std_across_seeds": 3.9984125574520355e-06, "per_seed_means": [ 5.496963710811542e-05, 4.5764998872073194e-05, 5.3265393147133486e-05 ] } }, "fit_power_law": { "gamma": 1.0218530106365162, "log_A": -1.7669627940483377, "R2": 0.981594, "n_points": 7 }, "fit_exponential": { "lambda": 0.0020820749808360484, "log_A": -6.151337865679417, "R2": 0.878237, "n_points": 7 }, "delta_R2_power_minus_exp": 0.1034, "gamma_CI_95": { "lo": 0.846278741222938, "hi": 1.1560602030295848 }, "decision": "CONFIRMED: \u03b3 law holds (\u03b3\u00d7ln(\u03b8) = C)" }