{ "config": { "model_type": "pretrained", "model_dtype": "torch.float16", "model_name": "bigcode/starcoder2-7b", "model_sha": "main" }, "results": { "FPB": { "F1": 0.4614, "Acc": 0.5041 }, "FiQA-SA": { "F1": 0.3169 }, "TSA": { "RMSE": 0.3693 }, "Headlines": { "AvgF1": 0.5995 }, "FOMC": { "F1": 0.3466, "Acc": 0.3448 }, "FinArg-ACC": { "MicroF1": 0.1351 }, "FinArg-ARC": { "MicroF1": 0.4620 }, "MultiFin": { "MicroF1": 0.3183 }, "MA": { "MicroF1": 0.3525 }, "MLESG": { "MicroF1": 0.1366 }, "NER": { "EntityF1": 0.0644 }, "FINER-ORD": { "EntityF1": 0.0172, "F1": 0.0343 }, "FinRED": { "F1": 0.0050 }, "SC": { "F1": 0.8286 }, "CD": { "F1": 0.002 }, "FinQA": { "EmAcc": 0.0 }, "TATQA": { "EmAcc": 0.0006 }, "ConvFinQA": { "EmAcc": 0.0 }, "FNXL": { "EntityF1": 0.0 }, "FSRL": { "EntityF1": 0.0 }, "BigData22": { "Acc": 0.5306, "MCC": 0.0035 }, "ACL18": { "Acc": 0.5013, "MCC": -0.0059 }, "CIKM18": { "Acc": 0.4829, "MCC": -0.0185 }, "German": { "F1": 0.5248, "MCC": 0.0 }, "Australian": { "F1": 0.2603, "MCC": 0.0 }, "LendingClub": { "F1": 0.7225, "MCC": 0.0 }, "ccf": { "F1": 0.9230, "MCC": -0.0146 }, "ccfraud": { "F1": 0.0065, "MCC": 0.0 }, "polish": { "F1": 0.9238, "MCC": 0.0 }, "taiwan": { "F1": 0.9519, "MCC": 0.0 }, "portoseguro": { "F1": 0.9549, "MCC": 0.0 }, "travelinsurance": { "F1": 0.0004, "MCC": 0.0 }, "MultiFin-ES": { "Acc": 0.1130, "F1": 0.1603, "Macro F1": 0.1635, "MCC": 0.0958 }, "EFP": { "Acc": 0.2703, "F1": 0.1150, "Macro F1": 0.1418, "MCC": 0.0 }, "EFPA": { "Acc": 0.2588, "F1": 0.1129, "Macro F1": 0.1112, "MCC": 0.0293 }, "FinanceES": { "Acc": 0.1069, "F1": 0.1577, "Macro F1": 0.1150, "MCC": -0.0068 }, "TSA-Spanish": { "Acc": 0.0172, "F1": 0.0335, "Macro F1": 0.0237, "MCC": 0.0163 } } }