README.md

---
library_name: transformers
license: apache-2.0
---

# Model Card for Model ID

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### 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.