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⚡️ Speed up method MnliProcessor._create_examples by 20% #127

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⚡️ Speed up method MnliProcessor._create_examples by 20% #127

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10 changes: 6 additions & 4 deletions src/transformers/data/processors/glue.py
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Original file line number Diff line number Diff line change
Expand Up @@ -204,14 +204,16 @@ def get_labels(self):

def _create_examples(self, lines, set_type):
"""Creates examples for the training, dev and test sets."""
if len(lines) <= 1:
return []

is_test = set_type.startswith("test")
examples = []
for i, line in enumerate(lines):
if i == 0:
continue
for line in lines[1:]:
guid = f"{set_type}-{line[0]}"
text_a = line[8]
text_b = line[9]
label = None if set_type.startswith("test") else line[-1]
label = None if is_test else line[-1]
examples.append(InputExample(guid=guid, text_a=text_a, text_b=text_b, label=label))
return examples

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