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| import evaluate | |
| from evaluate.evaluation_suite import SubTask | |
| class Suite(evaluate.EvaluationSuite): | |
| def __init__(self, name): | |
| super().__init__(name) | |
| """ | |
| { | |
| "data": "glue", | |
| "name": "cola", | |
| "split": "test[:10]", | |
| "args_for_task": { | |
| "metric": "accuracy", | |
| "input_column": "sentence", | |
| "label_column": "label", | |
| "label_mapping": { | |
| "LABEL_0": 0.0, | |
| "LABEL_1": 1.0 | |
| } | |
| } | |
| }, | |
| { | |
| "data": "glue", | |
| "name": "sst2", | |
| "split": "validation[:10]", | |
| "args_for_task": { | |
| "metric": "accuracy", | |
| "input_column": "sentence", | |
| "label_column": "label", | |
| "label_mapping": { | |
| "LABEL_0": 0.0, | |
| "LABEL_1": 1.0 | |
| } | |
| } | |
| }, | |
| { | |
| "data": "glue", | |
| "name": "mnli", | |
| "split": "validation_mismatched[:10]", | |
| "args_for_task": { | |
| "metric": "accuracy", | |
| "input_column": "premise", | |
| "second_input_column": "hypothesis", | |
| "label_mapping": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1, | |
| "LABEL_2": 2 | |
| }, | |
| "label_column": "label" | |
| } | |
| }, | |
| { | |
| "data": "glue", | |
| "name": "mrpc", | |
| "split": "validation[:10]", | |
| "args_for_task": { | |
| "metric": "accuracy", | |
| "input_column": "sentence1", | |
| "second_input_column": "sentence2", | |
| "label_mapping": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "label_column": "label" | |
| } | |
| }, | |
| { | |
| "data": "glue", | |
| "name": "qqp", | |
| "split": "validation[:10]", | |
| "args_for_task": { | |
| "metric": "accuracy", | |
| "input_column": "question1", | |
| "second_input_column": "question2", | |
| "label_mapping": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "label_column": "label" | |
| } | |
| }, | |
| { | |
| "data": "glue", | |
| "name": "qnli", | |
| "split": "validation[:10]", | |
| "args_for_task": { | |
| "metric": "accuracy", | |
| "input_column": "question", | |
| "second_input_column": "sentence", | |
| "label_mapping": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "label_column": "label" | |
| } | |
| }, | |
| { | |
| "data": "glue", | |
| "name": "rte", | |
| "split": "validation[:10]", | |
| "args_for_task": { | |
| "metric": "accuracy", | |
| "input_column": "sentence1", | |
| "second_input_column": "sentence2", | |
| "label_mapping": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "label_column": "label" | |
| } | |
| }, | |
| { | |
| "data": "glue", | |
| "name": "wnli", | |
| "split": "validation[:10]", | |
| "args_for_task": { | |
| "metric": "accuracy", | |
| "input_column": "sentence1", | |
| "second_input_column": "sentence2", | |
| "label_mapping": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "label_column": "label" | |
| } | |
| } | |
| ] | |
| } | |
| """ | |
| def setup(self): | |
| self.preprocessor = lambda x: {"text": x["text"].lower()} | |
| self.suite = [ | |
| SubTask( | |
| task_type="text-classification", | |
| data="glue", | |
| subset="wnli", | |
| split="validation[:10]", | |
| args_for_task={ | |
| "metric": "accuracy", | |
| "input_column": "sentence1", | |
| "second_input_column": "sentence2", | |
| "label_column": "label", | |
| "label_mapping": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| } | |
| } | |
| ) | |
| ] |