{ "config": { "model_type": "fine-tuned", "model_dtype": "torch.float16", "model_name": "meta-llama/Llama-2-7b-chat-hf", "model_sha": "main" }, "results": { "FPB": { "F1": 0.39, "Acc": 0.41 }, "FiQA-SA": { "F1": 0.76 }, "TSA": { "RMSE": 0.71 }, "Headlines": { "AvgF1": 0.72 }, "FOMC": { "F1": 0.35, "Acc": 0.49 }, "FinArg-ACC": { "MicroF1": 0.46 }, "FinArg-ARC": { "MicroF1": 0.27 }, "MultiFin": { "MicroF1": 0.20 }, "MA": { "MicroF1": 0.70 }, "MLESG": { "MicroF1": 0.03 }, "NER": { "EntityF1": 0.18 }, "FINER-ORD": { "EntityF1": 0.02 }, "FinRED": { "F1": 0.00 }, "SC": { "F1": 0.85 }, "CD": { "F1": 0.00 }, "FinQA": { "EmAcc": 0.00 }, "TATQA": { "EmAcc": 0.03 }, "ConvFinQA": { "EmAcc": 0.00 }, "FNXL": { "EntityF1": 0.00 }, "FSRL": { "EntityF1": 0.00 }, "EDTSUM": { "Rouge-1": 0.17, "BertScore": 0.62, "BartScore": -3.99 }, "ECTSUM": { "Rouge-1": 0.00, "BertScore": 0.00, "BartScore": -5.18 }, "BigData22": { "Acc": 0.54, "MCC": 0.05 }, "ACL18": { "Acc": 0.51, "MCC": 0.01 }, "CIKM18": { "Acc": 0.55, "MCC": -0.03 }, "German": { "F1": 0.57, "MCC": 0.03 }, "Australian": { "F1": 0.26, "MCC": 0.00 }, "LendingClub": { "F1": 0.72, "MCC": 0.00 }, "ccf": { "F1": 0.00, "MCC": 0.00 }, "ccfraud": { "F1": 0.25, "MCC": -0.16 }, "polish": { "F1": 0.92, "MCC": 0.00 }, "taiwan": { "F1": 0.95, "MCC": -0.01 }, "portoseguro": { "F1": 0.01, "MCC": -0.05 }, "travelinsurance": { "F1": 0.00, "MCC": 0.00 }, "MultiFin-ES": { "ACC": 0.23, "F1": 0.11 }, "EFP": { "ACC": 0.27, "F1": 0.12 }, "EFPA": { "ACC": 0.26, "F1": 0.10 }, "FinanceES": { "ACC": 0.14, "F1": 0.13 }, "TSA-Spanish": { "ACC": 0.07, "F1": 0.04 } } }