|
|
--- |
|
|
library_name: transformers |
|
|
license: apache-2.0 |
|
|
--- |
|
|
|
|
|
# Model Card for Model ID |
|
|
|
|
|
<!-- Provide a quick summary of what the model is/does. --> |
|
|
|
|
|
### Model Description |
|
|
|
|
|
# ZySec-v1-7B: A New Era in AI-Driven Cybersecurity |
|
|
|
|
|
## Overview |
|
|
ZySec-v1-7B stands as a pivotal innovation for security professionals, harnessing the advanced capabilities of HuggingFace's Zephyr language model series. This AI model is designed as an omnipresent cybersecurity ally, offering on-demand, expert guidance on cybersecurity issues. ZySec-7B is like a digital teammate, adept at navigating the complexities of security challenges. |
|
|
|
|
|
## Key Features |
|
|
- **Comprehensive Training:** ZySec-7B is developed using the DPO technique and covers numerous cybersecurity fields, providing a deep and wide-ranging understanding of the sector. |
|
|
- **Diverse Topics:** Encompassing areas such as sophisticated threats, compliance and regulatory frameworks, practical cybersecurity applications, and strategic fields. |
|
|
- **Extensive Data Coverage:** Trained in over 30 unique domains, each with thousands of data points, ZySec-7B offers unparalleled expertise. |
|
|
|
|
|
## Training Domains |
|
|
ZySec-7B's training spans critical topics including: |
|
|
- Advanced subjects like Attack Surface Threats, Cloud Security, and the Cyber Kill Chain. |
|
|
- Compliance and regulatory frameworks: CIS Controls, FedRAMP, PCI DSS, and ISO/IEC 27001. |
|
|
- Operational aspects: Cloud Secure Migration, Data Exfiltration Techniques, and Security Incident Handling. |
|
|
- Strategic areas: Security Governance, Risk Management, and Security Architecture Review. |
|
|
|
|
|
## Dataset Distribution |
|
|
The dataset is rich and diverse, with records in domains like: |
|
|
- Attack Surface Threats: 3148 |
|
|
- CIS Controls: 3842 |
|
|
- Cloud Secure Migration: 3510 |
|
|
- [See the full dataset distribution here](https://huggingface.co/aihub-app/ZySec-7B-v1/resolve/main/ZySec-7B-dataset-composition.png?download=true) |
|
|
|
|
|
## Integration and Usage |
|
|
ZySec-7B is open-source and AI-driven, redefining how security is approached within organizations. Its integration capabilities include: |
|
|
- Full compatibility with [LM Studio](https://lmstudio.ai). Search for "Zysec" to see its potential. |
|
|
- Sample output of ZySec writing an email about database security can be viewed [here](https://huggingface.co/aihub-app/ZySec-7B-v1/resolve/main/sample-output.png?download=true). |
|
|
|
|
|
## Community and Contributions |
|
|
As an open-source project, ZySec-7B invites community contributions, enhancing its adaptability and transparency. It's not just a software; it's a community-enhanced strategic tool, empowering teams to stay ahead of evolving cyber threats and compliance requirements. |
|
|
|
|
|
## Stay Informed and Contribute |
|
|
Join us in shaping the future of AI-driven cybersecurity. For more information, updates, and contribution guidelines, visit our repository or contact our team. |
|
|
|
|
|
|
|
|
|
|
|
|
