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taf-agent
File size: 3,032 Bytes
535348a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "model": "EleutherAI/pythia-70m",
  "theta_base": 10000,
  "T_train": 2048,
  "gamma_obs": 0.748,
  "N_trials": 50,
  "N_wrong": 9,
  "chance_level": 0.1,
  "results": {
    "alpha_1": {
      "alpha": 1.0,
      "results": {
        "512": {
          "accuracy": 0.88,
          "correct": 44,
          "total": 50,
          "chance": 0.1
        },
        "1024": {
          "accuracy": 0.92,
          "correct": 46,
          "total": 50,
          "chance": 0.1
        },
        "2048": {
          "accuracy": 0.92,
          "correct": 46,
          "total": 50,
          "chance": 0.1
        },
        "3072": {
          "accuracy": 0.88,
          "correct": 44,
          "total": 50,
          "chance": 0.1
        },
        "4096": {
          "accuracy": 0.1,
          "correct": 5,
          "total": 50,
          "chance": 0.1
        }
      }
    },
    "alpha_4": {
      "alpha": 4.0,
      "results": {
        "512": {
          "accuracy": 0.88,
          "correct": 44,
          "total": 50,
          "chance": 0.1
        },
        "1024": {
          "accuracy": 0.9,
          "correct": 45,
          "total": 50,
          "chance": 0.1
        },
        "2048": {
          "accuracy": 0.9,
          "correct": 45,
          "total": 50,
          "chance": 0.1
        },
        "3072": {
          "accuracy": 0.88,
          "correct": 44,
          "total": 50,
          "chance": 0.1
        },
        "4096": {
          "accuracy": 0.86,
          "correct": 43,
          "total": 50,
          "chance": 0.1
        }
      }
    },
    "alpha_8": {
      "alpha": 8.0,
      "results": {
        "512": {
          "accuracy": 0.88,
          "correct": 44,
          "total": 50,
          "chance": 0.1
        },
        "1024": {
          "accuracy": 0.84,
          "correct": 42,
          "total": 50,
          "chance": 0.1
        },
        "2048": {
          "accuracy": 0.88,
          "correct": 44,
          "total": 50,
          "chance": 0.1
        },
        "3072": {
          "accuracy": 0.88,
          "correct": 44,
          "total": 50,
          "chance": 0.1
        },
        "4096": {
          "accuracy": 0.88,
          "correct": 44,
          "total": 50,
          "chance": 0.1
        }
      }
    },
    "alpha_16": {
      "alpha": 16.0,
      "results": {
        "512": {
          "accuracy": 0.74,
          "correct": 37,
          "total": 50,
          "chance": 0.1
        },
        "1024": {
          "accuracy": 0.84,
          "correct": 42,
          "total": 50,
          "chance": 0.1
        },
        "2048": {
          "accuracy": 0.82,
          "correct": 41,
          "total": 50,
          "chance": 0.1
        },
        "3072": {
          "accuracy": 0.82,
          "correct": 41,
          "total": 50,
          "chance": 0.1
        },
        "4096": {
          "accuracy": 0.84,
          "correct": 42,
          "total": 50,
          "chance": 0.1
        }
      }
    }
  }
}