{ "config": { "model_type": "instruction-tuned", "model_dtype": "torch.float16", "model_name": "TheFinAI/finma-7b-full", "model_sha": "main" }, "results": { "FPB": { "F1": 0.88, "Acc": 0.88 }, "FiQA-SA": { "F1": 0.79 }, "TSA": { "RMSE": 0.80 }, "Headlines": { "AvgF1": 0.97 }, "FOMC": { "F1": 0.49, "Acc": 0.46 }, "FinArg-ACC": { "MicroF1": 0.27 }, "FinArg-ARC": { "MicroF1": 0.08 }, "MultiFin": { "MicroF1": 0.14 }, "MA": { "MicroF1": 0.45 }, "MLESG": { "MicroF1": 0.00 }, "NER": { "EntityF1": 0.69 }, "FINER-ORD": { "EntityF1": 0.00 }, "FinRED": { "F1": 0.00 }, "SC": { "F1": 0.19 }, "CD": { "F1": 0.00 }, "FinQA": { "EmAcc": 0.04 }, "TATQA": { "EmAcc": 0.00 }, "ConvFinQA": { "EmAcc": 0.20 }, "FNXL": { "EntityF1": 0.00 }, "FSRL": { "EntityF1": 0.00 }, "EDTSUM": { "Rouge-1": 0.13, "BertScore": 0.38, "BartScore": -5.71 }, "ECTSUM": { "Rouge-1": 0.00, "BertScore": 0.00, "BartScore": -5.18 }, "BigData22": { "Acc": 0.51, "MCC": 0.02 }, "ACL18": { "Acc": 0.51, "MCC": 0.03 }, "CIKM18": { "Acc": 0.50, "MCC": 0.08 }, "German": { "F1": 0.17, "MCC": 0.00 }, "Australian": { "F1": 0.41, "MCC": 0.00 }, "LendingClub": { "F1": 0.61, "MCC": 0.00 }, "ccf": { "F1": 0.00, "MCC": 0.00 }, "ccfraud": { "F1": 0.01, "MCC": -0.06 }, "polish": { "F1": 0.92, "MCC": -0.01 }, "taiwan": { "F1": 0.95, "MCC": 0.00 }, "portoseguro": { "F1": 0.04, "MCC": 0.01 }, "travelinsurance": { "F1": 0.00, "MCC": 0.00 } } }