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taf-agent
File size: 2,471 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": {
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      "mean_across_seeds": 0.011413864347462853,
      "std_across_seeds": 0.0001579435820555264,
      "per_seed_means": [
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        0.01143372043967247
      ]
    },
    "20": {
      "mean_across_seeds": 0.007244661914495131,
      "std_across_seeds": 0.00012217024587907557,
      "per_seed_means": [
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    },
    "30": {
      "mean_across_seeds": 0.005716287524232433,
      "std_across_seeds": 0.0003130617286701043,
      "per_seed_means": [
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      ]
    },
    "50": {
      "mean_across_seeds": 0.0037910339831271106,
      "std_across_seeds": 3.9934645483000486e-05,
      "per_seed_means": [
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      ]
    },
    "100": {
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      "per_seed_means": [
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      ]
    },
    "200": {
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      "std_across_seeds": 4.079493326923544e-05,
      "per_seed_means": [
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      ]
    },
    "500": {
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      "std_across_seeds": 3.2178971501619564e-05,
      "per_seed_means": [
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      ]
    }
  },
  "fit_power_law": {
    "gamma": 0.7274410953080044,
    "log_A": -2.7580282594251577,
    "R2": 0.977312,
    "n_points": 5
  },
  "fit_exponential": {
    "lambda": 0.0037082468078250166,
    "log_A": -5.514357261893173,
    "R2": 0.759259,
    "n_points": 5
  },
  "delta_R2_power_minus_exp": 0.2181,
  "gamma_CI_95": {
    "lo": 0.5546310485484207,
    "hi": 0.8783278853409829
  },
  "decision": "unknown"
}