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taf-agent
File size: 2,207 Bytes
535348a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "model": "pythia-70m",
  "k_dead": 23,
  "distances": [
    10,
    20,
    50,
    100,
    200,
    500,
    1000,
    2000
  ],
  "results": {
    "1.0": {
      "alpha": 1.0,
      "k_dead": 23,
      "means": [
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      ],
      "gamma_real": 0.7692273954314717,
      "r2": 0.9860517153515315,
      "gamma_sage_meanfield": 0.33,
      "err_vs_meanfield_pct": 133.0992107368096,
      "ppl_wikitext": NaN
    },
    "2.0": {
      "alpha": 2.0,
      "k_dead": 23,
      "means": [
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        0.0017093524947366728,
        0.001437205056663894,
        0.0005462497385639863,
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        0.00015552891511949496
      ],
      "gamma_real": 0.7273015822544925,
      "r2": 0.9815381835461346,
      "gamma_sage_meanfield": 0.48,
      "err_vs_meanfield_pct": 51.52116296968594,
      "ppl_wikitext": NaN
    },
    "3.0": {
      "alpha": 3.0,
      "k_dead": 23,
      "means": [
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        0.000496885728552936,
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      ],
      "gamma_real": 0.6676490038337431,
      "r2": 0.9715798143918007,
      "gamma_sage_meanfield": 0.69,
      "err_vs_meanfield_pct": 3.2392748067038837,
      "ppl_wikitext": NaN
    },
    "5.0": {
      "alpha": 5.0,
      "k_dead": 23,
      "means": [
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        0.0012850861333382796,
        0.0005448017653475767,
        0.00015817918144421132
      ],
      "gamma_real": 0.7022015830608412,
      "r2": 0.9060310930476675,
      "gamma_sage_meanfield": 1.03,
      "err_vs_meanfield_pct": 31.8250890232193,
      "ppl_wikitext": NaN
    }
  }
}