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Homework2_Multishot_Prompting

Text Classification
Transformers
English
prompting
zero-shot
few-shot
football
sentiment
adaptive-retrieval
Model card Files
xet
Community
Homework2_Multishot_Prompting
File size: 1,654 Bytes
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{
  "val": {
    "zero": {
      "accuracy": 0.8,
      "precision": 1.0,
      "recall": 0.6,
      "f1": 0.75,
      "confusion_matrix": [
        [
          5,
          0
        ],
        [
          2,
          3
        ]
      ],
      "latency_s": 0.4157
    },
    "one": {
      "accuracy": 0.5,
      "precision": 0.5,
      "recall": 0.2,
      "f1": 0.2857142857,
      "confusion_matrix": [
        [
          4,
          1
        ],
        [
          4,
          1
        ]
      ],
      "latency_s": 0.304
    },
    "k5": {
      "accuracy": 0.8,
      "precision": 1.0,
      "recall": 0.6,
      "f1": 0.75,
      "confusion_matrix": [
        [
          5,
          0
        ],
        [
          2,
          3
        ]
      ],
      "latency_s": 0.4505
    }
  },
  "test": {
    "zero": {
      "accuracy": 0.7,
      "precision": 0.6666666666666666,
      "recall": 0.8,
      "f1": 0.7272727273,
      "confusion_matrix": [
        [
          3,
          2
        ],
        [
          1,
          4
        ]
      ],
      "latency_s": 0.2822
    },
    "one": {
      "accuracy": 0.7,
      "precision": 0.6666666666666666,
      "recall": 0.8,
      "f1": 0.7272727273,
      "confusion_matrix": [
        [
          3,
          2
        ],
        [
          1,
          4
        ]
      ],
      "latency_s": 0.3542
    },
    "k5": {
      "accuracy": 0.7,
      "precision": 1.0,
      "recall": 0.4,
      "f1": 0.5714285714,
      "confusion_matrix": [
        [
          5,
          0
        ],
        [
          3,
          2
        ]
      ],
      "latency_s": 0.4492
    }
  }
}