data/e4_gamma/EleutherAI--gpt-j-6B_mongo.json

{
  "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": 0.00839791604421205,
      "std_across_seeds": 0.00019323688493508385,
      "per_seed_means": [
        0.008127806646904597,
        0.008497034331473212,
        0.008568907154258341
      ]
    },
    "20": {
      "mean_across_seeds": 0.00509554898715578,
      "std_across_seeds": 0.0004143109313167893,
      "per_seed_means": [
        0.0045346545067150145,
        0.005229270776035264,
        0.005522721678717062
      ]
    },
    "30": {
      "mean_across_seeds": 0.0032989257112947395,
      "std_across_seeds": 0.0001286165676687711,
      "per_seed_means": [
        0.003299940403861304,
        0.0031408983344833057,
        0.0034559383955396093
      ]
    },
    "50": {
      "mean_across_seeds": 0.0022861401645544294,
      "std_across_seeds": 0.00015427519653425807,
      "per_seed_means": [
        0.002121648237807676,
        0.002244256925381099,
        0.0024925153304745135
      ]
    },
    "100": {
      "mean_across_seeds": 0.0015001902751909156,
      "std_across_seeds": 0.0002457887830504289,
      "per_seed_means": [
        0.0013760252240657186,
        0.0012811047569266521,
        0.001843440844580376
      ]
    },
    "200": {
      "mean_across_seeds": 0.0006473004045053838,
      "std_across_seeds": 5.715937265321037e-05,
      "per_seed_means": [
        0.0006406685622278019,
        0.0005808466701758638,
        0.0007203859811124858
      ]
    },
    "500": {
      "mean_across_seeds": 0.00023765665108536874,
      "std_across_seeds": 3.906551588796154e-05,
      "per_seed_means": [
        0.0001958514337457018,
        0.00022727963939663217,
        0.0002898388801137723
      ]
    },
    "1000": {
      "mean_across_seeds": 0.00017106029921908178,
      "std_across_seeds": 2.5879584004771193e-05,
      "per_seed_means": [
        0.000134487032743588,
        0.00018815259712937405,
        0.00019054126778428326
      ]
    }
  },
  "fit_power_law": {
    "gamma": 0.8967966648253523,
    "log_A": -2.5750187061655745,
    "R2": 0.98687,
    "n_points": 6
  },
  "fit_exponential": {
    "lambda": 0.002903210789879725,
    "log_A": -6.200008987171874,
    "R2": 0.813627,
    "n_points": 6
  },
  "delta_R2_power_minus_exp": 0.1732,
  "gamma_CI_95": {
    "lo": 0.7975638000898441,
    "hi": 1.036499726945172
  },
  "decision": "UNCLEAR: \u03b3=0.897 outside all expected ranges"
}