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Tibi29/
Llama-Guard-3-1B-Phishing-Fine-Tune

Name: Llama-Guard-3-1B-Phishing-Fine-Tune
Availability: InStock

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Fine-Tuned model Llama-Guard-3-1B using a dataset composed of 4.6k phishing and safe emails.

The phishing emails were generated using different LLMs (each generated about 300 emails, in total 2151 emails):

The safe emails were selected from Kaggle: https://www.kaggle.com/datasets/venky73/spam-mails-dataset (only the ham emails)

	Results of the Llama-Guard-3-1B before fine-tune (on the test set)	Results of the fine-tuned model
Accuracy	0.5236559139784946	0.877741935483871
Precision	0.5328376703841388	0.92469797979798
Recall	0.8669354838709677	0.8237677419354839
F1-score	0.6600153491941673	0.8699727547931383

Tibi29/Llama-Guard-3-1B-Phishing-Fine-Tune