|
--- |
|
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. |
|
|