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Fix fasttext predict call for numpy>2 #1482

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Merged
thomasdhc merged 1 commit into from
Feb 11, 2026
Merged

Fix fasttext predict call for numpy>2 #1482

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12 changes: 6 additions & 6 deletions nemo_curator/stages/text/filters/fasttext_filter.py
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Original file line number Diff line number Diff line change
Expand Up @@ -44,9 +44,9 @@ def score_document(self, text: str) -> float:
model = self._fasttext_quality_filter_model

text = text.replace("\n", " ").replace("__label__", " ")
pred = model.predict(text)
document_score = pred[1][0]
if pred[0][0] != self._label:
label, score = model.predict([text])
document_score = score[0][0].item()
if label[0][0] != self._label:
document_score = 1 - document_score

return document_score
Expand Down Expand Up @@ -78,9 +78,9 @@ def score_document(self, text: str) -> list[float | str]:
model = self._fasttext_langid_model

pp = text.strip().replace("\n", " ")
label, score = model.predict(pp, k=1)
score = score[0]
lang_code = label[0][-2:].upper()
label, score = model.predict([pp], k=1)
score = score[0][0].item()
lang_code = label[0][0][-2:].upper()

# Need to convert it to a string to allow backend conversions
return str([score, lang_code])
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