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TheFinAI
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results
File size: 3,170 Bytes 
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{
    "config": {
        "model_type": "pretrained",
        "model_dtype": "torch.float16",
        "model_name": "codellama/CodeLlama-7b",
        "model_sha": "main"
    },
    "results": {
        "FPB": {
            "F1": 0.7038,
            "Acc": 0.7186
        },
        "FiQA-SA": {
            "F1": 0.2255
        },
        "TSA": {
            "RMSE": 0.3736
        },
        "Headlines": {
            "AvgF1": 0.5995
        },
        "FOMC": {
            "F1": 0.5856,
            "Acc": 0.6230
        },
        "FinArg-ACC": {
            "MicroF1": 0.4405
        },
        "FinArg-ARC": {
            "MicroF1": 0.4725
        },
        "MultiFin": {
            "MicroF1": 0.5985
        },
        "MA": {
            "MicroF1": 0.8439
        },
        "MLESG": {
            "MicroF1": 0.3607
        },
        "NER": {
            "EntityF1": 0.0608
        },
        "FINER-ORD": {
            "EntityF1": 0.0268,
            "F1": 0.0966
        },
        "FinRED": {
            "F1": 0.0024
        },
        "SC": {
            "F1": 0.8333
        },
        "CD": {
            "F1": 0.0012
        },
        "FinQA": {
            "EmAcc": 0.0
        },
        "TATQA": {
            "EmAcc": 0.0006
        },
        "ConvFinQA": {
            "EmAcc": 0.0
        },
        "FNXL": {
            "EntityF1": 0.0
        },
        "FSRL": {
            "EntityF1": 0.0023
        },
        "BigData22": {
            "Acc": 0.5632,
            "MCC": -0.01
        },
        "ACL18": {
            "Acc": 0.5118,
            "MCC": 0.00
        },
        "CIKM18": {
            "Acc": 0.5722,
            "MCC": 0.02
        },
        "German": {
            "F1": 0.4870,
            "MCC": 0.00
        },
        "Australian": {
            "F1": 0.3322,
            "MCC": -0.0965
        },
        "LendingClub": {
            "F1": 0.5908,
            "MCC": 0.2146
        },
        "ccf": {
            "F1": 0.9980,
            "MCC": 0.00
        },
        "ccfraud": {
            "F1": 0.7898,
            "MCC": 0.2834
        },
        "polish": {
            "F1": 0.9235,
            "MCC": -0.0056
        },
        "taiwan": {
            "F1": 0.9519,
            "MCC": 0.00
        },
        "portoseguro": {
            "F1": 0.9519,
            "MCC": 0.00
        },
        "travelinsurance": {
            "F1": 0.8925,
            "MCC": 0.0326
        },
        "MultiFin-ES": {
            "Acc": 0.3783,
            "F1": 0.3806,
            "Macro F1": 0.3905,
            "MCC": 0.2618
        },
        "EFP": {
            "Acc": 0.2703,
            "F1": 0.1150,
            "Macro F1": 0.1418,
            "MCC": -0.13
        },
        "EFPA": {
            "Acc": 0.2544,
            "F1": 0.1032,
            "Macro F1": 0.1014,
            "MCC": -0.03
        },
        "FinanceES": {
            "Acc": 0.1609,
            "F1": 0.1621,
            "Macro F1": 0.1787,
            "MCC": 0.00
        },
        "TSA-Spanish": {
            "Acc": 0.0316,
            "F1": 0.0597,
            "Macro F1": 0.0606,
            "MCC": 0.0583
        }
    }
}