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--- |
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license: cc-by-4.0 |
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--- |
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# MarkupLM-Phish |
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The [MarkupLM]('https://huggingface.co/docs/transformers/v4.39.1/model_doc/markuplm') base model fine-tuned for phish classification! |
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## Example Pipeline |
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```python |
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import requests |
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from transformers import AutoProcessor, pipeline |
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phish_processor = AutoProcessor.from_pretrained( |
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"pogzyb/markuplm-phish", trust_remote_code=True |
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) |
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phish_pipeline = pipeline( |
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"text-classification", |
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model="pogzyb/markuplm-phish", |
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tokenizer=phish_processor, |
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max_length=512, |
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padding="max_length", |
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truncation=True, |
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) |
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html_string = requests.get("https://huggingface.co").text |
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phish_pipeline(html_string) |
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``` |
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``` |
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[{'label': 'negative', 'score': 0.9991624355316162}] |
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``` |
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