Fine-tuned model for Cybersecurity SOAR usecases.
Base model - microsoft/Phi-3-mini-4k-instruct
Instruction dataset - dattaraj/security-attacks-MITRE
Platform - Apple MLX on Mac M3
Author - Dattaraj Rao
https://in.linkedin.com/in/dattarajrao
Model file - security-attacks-MITRE.gguf
Why fine-tune?
Fine-tuned to act like a Cybersecurity expert. Understand a potential attack scenario. map to MIRE ATT&CK guidelines and provide mitigations. Base model would provide generic recommendations. While the fine-tuned model shows much better domain adoption and MITRE mapping.
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