| from evaluate.evaluation_suite import SubTask | |
| preprocessor = lambda x: x["text"].lower() | |
| suite = [ | |
| SubTask( | |
| data="imdb", | |
| split="test", | |
| data_preprocessor=preprocessor, | |
| args_for_task={ | |
| "metric": "accuracy", | |
| "input_column": "text", | |
| "label_column": "label", | |
| "label_mapping": { | |
| "LABEL_0": 0.0, | |
| "LABEL_1": 1.0 | |
| } | |
| } | |
| ), | |
| SubTask( | |
| data="sst2", | |
| split="test[:10]", | |
| data_preprocessor=preprocessor, | |
| args_for_task={ | |
| "metric": "accuracy", | |
| "input_column": "sentence", | |
| "label_column": "label", | |
| "label_mapping": { | |
| "LABEL_0": 0.0, | |
| "LABEL_1": 1.0 | |
| } | |
| } | |
| ) | |
| ] | |