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akhooli/xlm-r-large-arabic-toxic akhooli/xlm-r-large-arabic-toxic
628 downloads
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pytorch

tf

Contributed by

akhooli Abed Khooli
7 models

How to use this model directly from the 🤗/transformers library:

			
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from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("akhooli/xlm-r-large-arabic-toxic") model = AutoModelForSequenceClassification.from_pretrained("akhooli/xlm-r-large-arabic-toxic")

xlm-r-large-arabic-toxic (toxic/hate speech classifier)

Toxic (hate speech) classification (Label_0: non-toxic, Label_1: toxic) of Arabic comments by fine-tuning XLM-Roberta-Large. Zero shot classification of other languages (also works in mixed languages - ex. Arabic & English).
Usage and further info: see last section in this Colab notebook