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The dataset generation failed
Error code: DatasetGenerationError Exception: DatasetGenerationError Message: An error occurred while generating the dataset Traceback: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single writer.write_table(table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table pa_table = table_cast(pa_table, self._schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast return cast_table_to_schema(table, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in cast_table_to_schema arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()] File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in <listcomp> arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()] File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in wrapper return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks]) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in <listcomp> return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks]) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2122, in cast_array_to_feature raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}") TypeError: Couldn't cast array of type struct<model_type: string, model_dtype: string, model_name: string, model_sha: string> to {'model_type': Value(dtype='string', id=None), 'model_dtype': Value(dtype='string', id=None), 'model_name': Value(dtype='string', id=None), 'model_sha': Value(dtype='string', id=None), 'lighteval_sha': Value(dtype='string', id=None), 'num_fewshot_seeds': Value(dtype='int64', id=None), 'override_batch_size': Value(dtype='int64', id=None), 'max_samples': Value(dtype='null', id=None), 'job_id': Value(dtype='string', id=None), 'start_time': Value(dtype='float64', id=None), 'end_time': Value(dtype='float64', id=None), 'total_evaluation_time_secondes': Value(dtype='string', id=None), 'model_size': Value(dtype='string', id=None), 'config': Value(dtype='null', id=None)} The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1324, in compute_config_parquet_and_info_response parquet_operations = convert_to_parquet(builder) File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 938, in convert_to_parquet builder.download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare self._download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare self._prepare_split(split_generator, **prepare_split_kwargs) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split for job_id, done, content in self._prepare_split_single( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2038, in _prepare_split_single raise DatasetGenerationError("An error occurred while generating the dataset") from e datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset
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config
dict | results
dict |
---|---|
{
"model_type": "pretrained",
"model_dtype": "torch.float16",
"model_name": "baichuan-inc/Baichuan-7B",
"model_sha": "main",
"lighteval_sha": "?",
"num_fewshot_seeds": 1,
"override_batch_size": 1,
"max_samples": null,
"job_id": "",
"start_time": 543.76471743,
"end_time": 6759.83728997,
"total_evaluation_time_secondes": "6216.07257254",
"model_size": "7.98 GB",
"config": null
} | {
"FPB": {
"F1": 0.36,
"Acc": 0.32
},
"FiQA-SA": {
"F1": 0.17
},
"TSA": {
"RMSE": 1.07
},
"Headlines": {
"AvgF1": 0.6
},
"FOMC": {
"F1": 0.16,
"Acc": 0.25
},
"FinArg-ACC": {
"MicroF1": 0.34
},
"FinArg-ARC": {
"MicroF1": 0.17
},
"MultiFin": {
"MicroF1": 0.06
},
"MA": {
"MicroF1": 0.02
},
"MLESG": {
"MicroF1": 0
},
"NER": {
"EntityF1": 0
},
"FINER-ORD": {
"EntityF1": 0
},
"FinRED": {
"F1": 0
},
"SC": {
"F1": 0.57
},
"CD": {
"F1": 0
},
"FinQA": {
"EmAcc": 0
},
"TATQA": {
"EmAcc": 0
},
"ConvFinQA": {
"EmAcc": 0
},
"FNXL": {
"EntityF1": 0
},
"FSRL": {
"EntityF1": 0
},
"EDTSUM": {
"Rouge-1": 0.02,
"BertScore": 0.47,
"BartScore": -6.18
},
"ECTSUM": {
"Rouge-1": 0,
"BertScore": 0,
"BartScore": -5.18
},
"BigData22": {
"Acc": 0.53,
"MCC": -0.01
},
"ACL18": {
"Acc": 0.5,
"MCC": -0.01
},
"CIKM18": {
"Acc": 0.48,
"MCC": 0.02
},
"German": {
"F1": 0.52,
"MCC": 0
},
"Australian": {
"F1": 0.26,
"MCC": 0
},
"LendingClub": {
"F1": 0.59,
"MCC": 0.02
},
"ccf": {
"F1": 0.01,
"MCC": 0
},
"ccfraud": {
"F1": 0.05,
"MCC": -0.04
},
"polish": {
"F1": 0.92,
"MCC": -0.01
},
"taiwan": {
"F1": 0.95,
"MCC": 0
},
"portoseguro": {
"F1": 0,
"MCC": 0
},
"travelinsurance": {
"F1": 0,
"MCC": 0
}
} |
{
"model_type": "instruction-tuned",
"model_dtype": "torch.float16",
"model_name": "TongjiFinLab/CFGPT1-sft-7B-Full",
"model_sha": "main"
} | {
"FPB": {
"F1": 0.35,
"Acc": 0.26
},
"FiQA-SA": {
"F1": 0.42
},
"TSA": {
"RMSE": 1.05
},
"Headlines": {
"AvgF1": 0.61
},
"FOMC": {
"F1": 0.16,
"Acc": 0.21
},
"FinArg-ACC": {
"MicroF1": 0.05
},
"FinArg-ARC": {
"MicroF1": 0.05
},
"MultiFin": {
"MicroF1": 0.05
},
"MA": {
"MicroF1": 0.25
},
"MLESG": {
"MicroF1": 0.01
},
"NER": {
"EntityF1": 0
},
"FINER-ORD": {
"EntityF1": 0
},
"FinRED": {
"F1": 0
},
"SC": {
"F1": 0.15
},
"CD": {
"F1": 0
},
"FinQA": {
"EmAcc": 0
},
"TATQA": {
"EmAcc": 0
},
"ConvFinQA": {
"EmAcc": 0.01
},
"FNXL": {
"EntityF1": 0
},
"FSRL": {
"EntityF1": 0
},
"EDTSUM": {
"Rouge-1": 0.01,
"BertScore": 0.51,
"BartScore": -7.08
},
"ECTSUM": {
"Rouge-1": 0,
"BertScore": 0,
"BartScore": -5.18
},
"BigData22": {
"Acc": 0.45,
"MCC": 0.03
},
"ACL18": {
"Acc": 0.48,
"MCC": -0.03
},
"CIKM18": {
"Acc": 0.41,
"MCC": -0.07
},
"German": {
"F1": 0.53,
"MCC": 0
},
"Australian": {
"F1": 0.29,
"MCC": -0.1
},
"LendingClub": {
"F1": 0.05,
"MCC": 0.01
},
"ccf": {
"F1": 0,
"MCC": 0
},
"ccfraud": {
"F1": 0.03,
"MCC": 0.01
},
"polish": {
"F1": 0.4,
"MCC": -0.02
},
"taiwan": {
"F1": 0.7,
"MCC": 0
},
"portoseguro": {
"F1": 0,
"MCC": 0
},
"travelinsurance": {
"F1": 0.03,
"MCC": 0.01
}
} |
{
"model_type": "pretrained",
"model_dtype": "torch.float16",
"model_name": "codellama/CodeLlama-7b-hf",
"model_sha": "main"
} | {
"FPB": {
"F1": 0.34,
"Acc": 0.39
},
"FiQA-SA": {
"F1": 0.66
},
"TSA": {
"RMSE": 0.43
},
"Headlines": {
"AvgF1": 0.6
},
"FOMC": {
"F1": 0.14,
"Acc": 0.27
},
"FinArg-ACC": {
"MicroF1": 0.28
},
"FinArg-ARC": {
"MicroF1": 0.25
},
"MultiFin": {
"MicroF1": 0.21
},
"MA": {
"MicroF1": 0.54
},
"MLESG": {
"MicroF1": 0.1
},
"NER": {
"EntityF1": 0.07
},
"FINER-ORD": {
"EntityF1": 0
},
"FinRED": {
"F1": 0
},
"SC": {
"F1": 0.85
},
"CD": {
"F1": 0
},
"FinQA": {
"EmAcc": 0
},
"TATQA": {
"EmAcc": 0
},
"ConvFinQA": {
"EmAcc": 0
},
"FNXL": {
"EntityF1": 0
},
"FSRL": {
"EntityF1": 0
},
"EDTSUM": {
"Rouge-1": 0.1,
"BertScore": 0.67,
"BartScore": -3.62
},
"ECTSUM": {
"Rouge-1": 0,
"BertScore": 0,
"BartScore": -5.18
},
"BigData22": {
"Acc": 0.52,
"MCC": -0.01
},
"ACL18": {
"Acc": 0.51,
"MCC": 0
},
"CIKM18": {
"Acc": 0.51,
"MCC": 0.02
},
"German": {
"F1": 0.66,
"MCC": 0
},
"Australian": {
"F1": 0.43,
"MCC": 0
},
"LendingClub": {
"F1": 0.81,
"MCC": 0
},
"ccf": {
"F1": 0,
"MCC": 0
},
"ccfraud": {
"F1": 0.06,
"MCC": 0
},
"polish": {
"F1": 0.47,
"MCC": 0.04
},
"taiwan": {
"F1": 0.36,
"MCC": -0.03
},
"portoseguro": {
"F1": 0.88,
"MCC": -0.01
},
"travelinsurance": {
"F1": 0.02,
"MCC": 0
}
} |
{
"model_type": "fine-tuned",
"model_dtype": "torch.float16",
"model_name": "Go4miii/DISC-FinLLM",
"model_sha": "main"
} | {
"FPB": {
"F1": 0.29,
"Acc": 0.26
},
"FiQA-SA": {
"F1": 0.32
},
"TSA": {
"RMSE": 0.32
},
"Headlines": {
"AvgF1": 0.6
},
"FOMC": {
"F1": 0.19,
"Acc": 0.28
},
"FinArg-ACC": {
"MicroF1": 0.29
},
"FinArg-ARC": {
"MicroF1": 0.29
},
"MultiFin": {
"MicroF1": 0.29
},
"MA": {
"MicroF1": 0.29
},
"MLESG": {
"MicroF1": 0.29
},
"NER": {
"EntityF1": 0.12
},
"FINER-ORD": {
"EntityF1": 0
},
"FinRED": {
"F1": 0
},
"SC": {
"F1": 0
},
"CD": {
"F1": 0
},
"FinQA": {
"EmAcc": 0
},
"TATQA": {
"EmAcc": 0
},
"ConvFinQA": {
"EmAcc": 0
},
"FNXL": {
"EntityF1": 0
},
"FSRL": {
"EntityF1": 0
},
"EDTSUM": {
"Rouge-1": 0.22,
"BertScore": 0.61,
"BartScore": -4.13
},
"ECTSUM": {
"Rouge-1": 0,
"BertScore": 0,
"BartScore": -5.18
},
"BigData22": {
"Acc": 0.44,
"MCC": -0.05
},
"ACL18": {
"Acc": 0.5,
"MCC": 0.02
},
"CIKM18": {
"Acc": 0.44,
"MCC": -0.03
},
"German": {
"F1": 0.52,
"MCC": 0
},
"Australian": {
"F1": 0.26,
"MCC": 0
},
"LendingClub": {
"F1": 0.72,
"MCC": 0
},
"ccf": {
"F1": 0.66,
"MCC": -0.04
},
"ccfraud": {
"F1": 0.46,
"MCC": 0.02
},
"polish": {
"F1": 0.92,
"MCC": 0
},
"taiwan": {
"F1": 0.95,
"MCC": 0
},
"portoseguro": {
"F1": 0.63,
"MCC": -0.02
},
"travelinsurance": {
"F1": 0,
"MCC": 0
}
} |
{
"model_type": "fine-tuned",
"model_dtype": "torch.float16",
"model_name": "tiiuae/falcon-7b-instruct",
"model_sha": "main"
} | {
"FPB": {
"F1": 0.07,
"Acc": 0.05
},
"FiQA-SA": {
"F1": 0.77
},
"TSA": {
"RMSE": 0.5
},
"Headlines": {
"AvgF1": 0.45
},
"FOMC": {
"F1": 0.3,
"Acc": 0.3
},
"FinArg-ACC": {
"MicroF1": 0.23
},
"FinArg-ARC": {
"MicroF1": 0.32
},
"MultiFin": {
"MicroF1": 0.09
},
"MA": {
"MicroF1": 0.39
},
"MLESG": {
"MicroF1": 0.06
},
"NER": {
"EntityF1": 0
},
"FINER-ORD": {
"EntityF1": 0
},
"FinRED": {
"F1": 0
},
"SC": {
"F1": 0.67
},
"CD": {
"F1": 0
},
"FinQA": {
"EmAcc": 0
},
"TATQA": {
"EmAcc": 0.09
},
"ConvFinQA": {
"EmAcc": 0
},
"FNXL": {
"EntityF1": 0
},
"FSRL": {
"EntityF1": 0
},
"EDTSUM": {
"Rouge-1": 0.15,
"BertScore": 0.57,
"BartScore": -6.1
},
"ECTSUM": {
"Rouge-1": 0,
"BertScore": 0,
"BartScore": -5.18
},
"BigData22": {
"Acc": 0.55,
"MCC": 0
},
"ACL18": {
"Acc": 0.51,
"MCC": 0
},
"CIKM18": {
"Acc": 0.47,
"MCC": -0.06
},
"German": {
"F1": 0.23,
"MCC": -0.07
},
"Australian": {
"F1": 0.26,
"MCC": 0
},
"LendingClub": {
"F1": 0.02,
"MCC": -0.01
},
"ccf": {
"F1": 0.1,
"MCC": 0
},
"ccfraud": {
"F1": 0.62,
"MCC": -0.02
},
"polish": {
"F1": 0.76,
"MCC": 0.05
},
"taiwan": {
"F1": 0,
"MCC": 0
},
"portoseguro": {
"F1": 0.95,
"MCC": 0
},
"travelinsurance": {
"F1": 0.77,
"MCC": -0.03
}
} |
{
"model_type": "pretrained",
"model_dtype": "torch.float16",
"model_name": "internlm/internlm-7b",
"model_sha": "main"
} | {
"FPB": {
"F1": 0.69,
"Acc": 0.69
},
"FiQA-SA": {
"F1": 0.81
},
"TSA": {
"RMSE": 0.29
},
"Headlines": {
"AvgF1": 0.6
},
"FOMC": {
"F1": 0.36,
"Acc": 0.35
},
"FinArg-ACC": {
"MicroF1": 0.39
},
"FinArg-ARC": {
"MicroF1": 0.33
},
"MultiFin": {
"MicroF1": 0.34
},
"MA": {
"MicroF1": 0.78
},
"MLESG": {
"MicroF1": 0.14
},
"NER": {
"EntityF1": 0
},
"FINER-ORD": {
"EntityF1": 0
},
"FinRED": {
"F1": 0
},
"SC": {
"F1": 0.88
},
"CD": {
"F1": 0
},
"FinQA": {
"EmAcc": 0
},
"TATQA": {
"EmAcc": 0
},
"ConvFinQA": {
"EmAcc": 0
},
"FNXL": {
"EntityF1": 0
},
"FSRL": {
"EntityF1": 0
},
"EDTSUM": {
"Rouge-1": 0.13,
"BertScore": 0.48,
"BartScore": -4.6
},
"ECTSUM": {
"Rouge-1": 0,
"BertScore": 0,
"BartScore": -5.18
},
"BigData22": {
"Acc": 0.56,
"MCC": 0.08
},
"ACL18": {
"Acc": 0.51,
"MCC": 0.02
},
"CIKM18": {
"Acc": 0.57,
"MCC": -0.03
},
"German": {
"F1": 0.41,
"MCC": -0.3
},
"Australian": {
"F1": 0.34,
"MCC": 0.13
},
"LendingClub": {
"F1": 0.59,
"MCC": 0.15
},
"ccf": {
"F1": 1,
"MCC": 0
},
"ccfraud": {
"F1": 0.57,
"MCC": -0.13
},
"polish": {
"F1": 0.92,
"MCC": 0.07
},
"taiwan": {
"F1": 0.95,
"MCC": -0.01
},
"portoseguro": {
"F1": 0.96,
"MCC": 0
},
"travelinsurance": {
"F1": 0.89,
"MCC": 0.12
}
} |
{
"model_type": "pretrained",
"model_dtype": "torch.float16",
"model_name": "mistralai/Mixtral-8x7B-v0.1",
"model_sha": "main"
} | {
"FPB": {
"F1": 0.29,
"Acc": 0.37
},
"FiQA-SA": {
"F1": 0.16
},
"TSA": {
"RMSE": 0.5
},
"Headlines": {
"AvgF1": 0.6
},
"FOMC": {
"F1": 0.37,
"Acc": 0.35
},
"FinArg-ACC": {
"MicroF1": 0.39
},
"FinArg-ARC": {
"MicroF1": 0.57
},
"MultiFin": {
"MicroF1": 0.37
},
"MA": {
"MicroF1": 0.34
},
"MLESG": {
"MicroF1": 0.17
},
"NER": {
"EntityF1": 0.24
},
"FINER-ORD": {
"EntityF1": 0.05
},
"FinRED": {
"F1": 0
},
"SC": {
"F1": 0.83
},
"CD": {
"F1": 0
},
"FinQA": {
"EmAcc": 0
},
"TATQA": {
"EmAcc": 0.01
},
"ConvFinQA": {
"EmAcc": 0.31
},
"FNXL": {
"EntityF1": 0
},
"FSRL": {
"EntityF1": 0
},
"EDTSUM": {
"Rouge-1": 0.12,
"BertScore": 0.61,
"BartScore": -4.47
},
"ECTSUM": {
"Rouge-1": 0,
"BertScore": 0,
"BartScore": -5.18
},
"BigData22": {
"Acc": 0.46,
"MCC": 0.02
},
"ACL18": {
"Acc": 0.49,
"MCC": 0
},
"CIKM18": {
"Acc": 0.42,
"MCC": -0.05
},
"German": {
"F1": 0.53,
"MCC": 0
},
"Australian": {
"F1": 0.26,
"MCC": 0
},
"LendingClub": {
"F1": 0.61,
"MCC": 0.08
},
"ccf": {
"F1": 0,
"MCC": 0
},
"ccfraud": {
"F1": 0.48,
"MCC": 0.16
},
"polish": {
"F1": 0.92,
"MCC": 0
},
"taiwan": {
"F1": 0.95,
"MCC": 0
},
"portoseguro": {
"F1": 0.72,
"MCC": 0.01
},
"travelinsurance": {
"F1": 0,
"MCC": 0
}
} |
{
"model_type": "fine-tuned",
"model_dtype": "torch.float16",
"model_name": "meta-llama/Llama-2-7b-chat-hf",
"model_sha": "main"
} | {
"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": 0.2
},
"MA": {
"MicroF1": 0.7
},
"MLESG": {
"MicroF1": 0.03
},
"NER": {
"EntityF1": 0.18
},
"FINER-ORD": {
"EntityF1": 0.02
},
"FinRED": {
"F1": 0
},
"SC": {
"F1": 0.85
},
"CD": {
"F1": 0
},
"FinQA": {
"EmAcc": 0
},
"TATQA": {
"EmAcc": 0.03
},
"ConvFinQA": {
"EmAcc": 0
},
"FNXL": {
"EntityF1": 0
},
"FSRL": {
"EntityF1": 0
},
"EDTSUM": {
"Rouge-1": 0.17,
"BertScore": 0.62,
"BartScore": -3.99
},
"ECTSUM": {
"Rouge-1": 0,
"BertScore": 0,
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