taf-agent / data /e4_gamma /EleutherAI--gpt-j-6B_random.json
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{
"model": "EleutherAI/gpt-j-6B",
"theta": 10000,
"gamma_pred": 0.99999561666838,
"C_theory": 9.2103,
"distances": [
10,
20,
30,
50,
100,
200,
500,
1000
],
"distances_fit": [
30,
50,
100,
200,
500,
1000
],
"d_min_fit": 30,
"n_prompts_per_distance": 150,
"seeds": [
42,
123,
7
],
"attn_by_distance": {
"10": {
"mean_across_seeds": 0.00790414453121937,
"std_across_seeds": 0.00013863079948421702,
"per_seed_means": [
0.007774174048875769,
0.008096245873409014,
0.007842013671373327
]
},
"20": {
"mean_across_seeds": 0.005052289131304456,
"std_across_seeds": 0.00015772763747498123,
"per_seed_means": [
0.0048292399616912006,
0.005161861182811359,
0.005165766249410808
]
},
"30": {
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"std_across_seeds": 0.00015998166115533112,
"per_seed_means": [
0.0032935648031222325,
0.003223923289527496,
0.0035927143118654687
]
},
"50": {
"mean_across_seeds": 0.0029467191888640325,
"std_across_seeds": 5.830230097669026e-05,
"per_seed_means": [
0.0030064180439027645,
0.0028676176296236616,
0.0029661218930656713
]
},
"100": {
"mean_across_seeds": 0.0018710899210741948,
"std_across_seeds": 5.4059302628310255e-05,
"per_seed_means": [
0.001803609950778385,
0.0018737099366262556,
0.0019359498758179446
]
},
"200": {
"mean_across_seeds": 0.0008449158267143907,
"std_across_seeds": 4.219505062090254e-05,
"per_seed_means": [
0.0008908263925695792,
0.0007889484489957491,
0.0008549726385778437
]
},
"500": {
"mean_across_seeds": 0.00032950418016601665,
"std_across_seeds": 1.2120073367659681e-05,
"per_seed_means": [
0.0003462403745894941,
0.00031793153699254616,
0.00032434062891600966
]
},
"1000": {
"mean_across_seeds": 0.00022974714450861534,
"std_across_seeds": 1.0465813898187747e-05,
"per_seed_means": [
0.00024454623431665825,
0.00022254784062776404,
0.00022214735858142376
]
}
},
"fit_power_law": {
"gamma": 0.8347553760849855,
"log_A": -2.6580238264494502,
"R2": 0.980141,
"n_points": 6
},
"fit_exponential": {
"lambda": 0.002744567753253188,
"log_A": -6.019009744982984,
"R2": 0.833517,
"n_points": 6
},
"delta_R2_power_minus_exp": 0.1466,
"gamma_CI_95": {
"lo": 0.6805660295164746,
"hi": 0.9949392932271522
},
"decision": "UNCLEAR: \u03b3=0.835 outside all expected ranges"
}