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security-guardian-gemma4
nemanisri/security-guardian-gemma4
security-guardian-gemma4 is a machine learning model from nemanisri. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
A fine-tuned Gemma 4 E2B model that explains mobile security threats in plain language. Runs completely offline.
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Public
Updated Apr 9, 2026
Repo size
193 MB
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Apr 9, 2026
- Updated
- Apr 9, 2026
- SHA
- a1a57128
Base models
Model card
From the Hugging Face model README
SecurityGuardian — Gemma 4 E2B Fine-tuned
A fine-tuned Gemma 4 E2B model that explains mobile security threats in plain language. Runs completely offline.
Built for Gemma 4 Good Hackathon 2026
Training
- Base model: gemma-4-E2B-it
- Method: LoRA (Unsloth)
- Steps: 60
- Final loss: 0.021
Example
Input: ALERT: App 'FreeFlashlight' requested ACCESS_FINE_LOCATION, READ_CONTACTS, SEND_SMS, RECORD_AUDIO
Output: This is a suspicious request. A flashlight app only needs to turn on your screen light. RECOMMENDATION: Do not install this app.
- License
- apache-2.0
- Languages
- en
- Created
- Apr 9, 2026
- Updated
- Apr 9, 2026