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--- |
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license: cc-by-nc-sa-4.0 |
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task_categories: |
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- text-classification |
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- multiple-choice |
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- question-answering |
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language: |
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- zh |
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pretty_name: FinEval |
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size_categories: |
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- 10K<n<100K |
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--- |
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FinEval is a comprehensive Chinese evaluation suite for foundation models. |
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Each subject consists of three splits: dev, val, and test. The dev set per subject consists of five exemplars with explanations for few-shot evaluation. The val set is intended to be used for hyperparameter tuning. And the test set is for model evaluation. Labels on the test split are not released, users are required to submit their results to automatically obtain test accuracy. |
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### Load the data |
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```python |
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from datasets import load_dataset |
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dataset=load_dataset(r"SUFE-AIFLM-Lab/FinEval",name="finance") |
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print(dataset['val'][0]) |
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# {'id': 0, 'question': '使用位填充方法，以01111110为位首flag，数据为011011111111111111110010，求问传送时要添加几个0____', 'A': '1', 'B': '2', 'C': '3', 'D': '4', 'answer': 'C', 'explanation': ''} |
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``` |
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