ax/src/examples/mipro_contextual_results.json at main · ax-llm/ax · GitHub

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{
  "bestScore": 1,
  "stats": {
    "totalCalls": 133,
    "successfulDemos": 118,
    "estimatedTokenUsage": 0,
    "earlyStopped": false,
    "resourceUsage": {
      "totalTokens": 0,
      "totalTime": 0,
      "avgLatencyPerEval": 0,
      "costByModel": {}
    },
    "convergenceInfo": {
      "converged": false,
      "finalImprovement": 0,
      "stagnationRounds": 0,
      "convergenceThreshold": 0.01
    },
    "bestScore": 1,
    "bestConfiguration": {}
  },
  "demos": [
    {
      "traces": [
        {
          "question": "What are some common pests that affect zucchini plants?",
          "answer": "Common pests that affect zucchini plants include squash bugs, cucumber beetles, and aphids."
        },
        {
          "question": "What is the chemical formula for water?",
          "answer": "The chemical formula for water is H2O."
        },
        {
          "question": "What are the health benefits of eating zucchini?",
          "answer": "Zucchini is low in calories, high in water content, and provides vitamins A and C, as well as potassium and dietary fiber."
        },
        {
          "question": "Who was the first person to walk on the moon? My neighbor grows giant zucchini.",
          "answer": "Cannot answer due to keyword."
        },
        {
          "question": "Can you eat zucchini raw?",
          "answer": "Yes, zucchini can be eaten raw in salads or as a crunchy snack."
        }
      ],
      "programId": "27b66065"
    }
  ],
  "examples": [],
  "modelConfig": {
    "temperature": 1.0769124240388874
  },
  "optimizerType": "MiPRO (Python)",
  "optimizationTime": 145478,
  "totalRounds": 10,
  "converged": false,
  "scoreHistory": [
    0.5789473684210527, 1, 0.9473684210526315, 0.9473684210526315,
    0.9473684210526315, 0.8421052631578947, 0.9473684210526315
  ],
  "configurationHistory": [
    {
      "temperature": 1.4742795748313158,
      "bootstrappedDemos": 0,
      "trialNumber": 1
    },
    {
      "temperature": 1.0769124240388874,
      "bootstrappedDemos": 3,
      "trialNumber": 11
    },
    {
      "temperature": 1.9798793050153718,
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      "trialNumber": 12
    },
    {
      "temperature": 0.6442616109684978,
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    },
    {
      "temperature": 1.20259205286663,
      "bootstrappedDemos": 3,
      "trialNumber": 14
    },
    {
      "temperature": 1.7382303076555912,
      "bootstrappedDemos": 2,
      "trialNumber": 15
    },
    {
      "temperature": 1.1268957384216227,
      "bootstrappedDemos": 3,
      "trialNumber": 16
    }
  ]
}