| | --- |
| | license: apache-2.0 |
| | datasets: |
| | - dattaraj/security-attacks-MITRE |
| | language: |
| | - en |
| | library_name: mlx |
| | --- |
| | |
| | ### 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. |
| |
|
