Update toxicity.py
Browse files- toxicity.py +1 -1
toxicity.py
CHANGED
@@ -131,7 +131,7 @@ class Toxicity(evaluate.Measurement):
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model_name = self.config_name
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self.toxic_classifier = pipeline("text-classification", model=model_name, top_k=99999, truncation=True)
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def _compute(self, predictions, aggregation="all", toxic_label="
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scores = toxicity(predictions, self.toxic_classifier, toxic_label)
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if aggregation == "ratio":
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return {"toxicity_ratio": sum(i >= threshold for i in scores) / len(scores)}
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model_name = self.config_name
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self.toxic_classifier = pipeline("text-classification", model=model_name, top_k=99999, truncation=True)
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+
def _compute(self, predictions, aggregation="all", toxic_label="offensive", threshold=0.5):
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scores = toxicity(predictions, self.toxic_classifier, toxic_label)
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if aggregation == "ratio":
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return {"toxicity_ratio": sum(i >= threshold for i in scores) / len(scores)}
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