How to use bgspaditya/malurl-electra with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="bgspaditya/malurl-electra")
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("bgspaditya/malurl-electra") model = AutoModelForSequenceClassification.from_pretrained("bgspaditya/malurl-electra")
This model gains 98.97 Accuracy in Malicious Url Detection for Malicious Urls Dataset
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