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taf-agent
File size: 2,472 Bytes
535348a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "model": "gpt2-large",
  "theta": null,
  "gamma_pred": null,
  "C_theory": 9.2103,
  "distances": [
    10,
    20,
    30,
    50,
    100,
    200,
    500
  ],
  "distances_fit": [
    30,
    50,
    100,
    200,
    500
  ],
  "d_min_fit": 30,
  "n_prompts_per_distance": 150,
  "seeds": [
    42,
    123,
    7
  ],
  "attn_by_distance": {
    "10": {
      "mean_across_seeds": 0.011807018478090564,
      "std_across_seeds": 9.176815550307716e-05,
      "per_seed_means": [
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        0.011867851351077359,
        0.011875882516615094
      ]
    },
    "20": {
      "mean_across_seeds": 0.007371175814833905,
      "std_across_seeds": 0.0005148817498044519,
      "per_seed_means": [
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        0.007502953601845851,
        0.00792547301078836
      ]
    },
    "30": {
      "mean_across_seeds": 0.005391007330682543,
      "std_across_seeds": 0.00013638022316011367,
      "per_seed_means": [
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        0.005212205937908341,
        0.0055430330568924545
      ]
    },
    "50": {
      "mean_across_seeds": 0.0033552472887095064,
      "std_across_seeds": 0.00021185305352822194,
      "per_seed_means": [
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      ]
    },
    "100": {
      "mean_across_seeds": 0.0019032734972683504,
      "std_across_seeds": 0.00024632934414648474,
      "per_seed_means": [
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        0.0022280022967606783
      ]
    },
    "200": {
      "mean_across_seeds": 0.0009134268449916919,
      "std_across_seeds": 0.00011711414438641881,
      "per_seed_means": [
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        0.0007484865803659583,
        0.0010089206500560977
      ]
    },
    "500": {
      "mean_across_seeds": 0.0007072974517682774,
      "std_across_seeds": 3.225522112231979e-05,
      "per_seed_means": [
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        0.000677592218562495,
        0.0007521300329244695
      ]
    }
  },
  "fit_power_law": {
    "gamma": 0.7526597997629645,
    "log_A": -2.7601979390469125,
    "R2": 0.963281,
    "n_points": 5
  },
  "fit_exponential": {
    "lambda": 0.003782551699198506,
    "log_A": -5.621630767464056,
    "R2": 0.727345,
    "n_points": 5
  },
  "delta_R2_power_minus_exp": 0.2359,
  "gamma_CI_95": {
    "lo": 0.5412077262995896,
    "hi": 0.9412467006888188
  },
  "decision": "unknown"
}