Llama-3-WhiteRabbitNeo-8B-v2.0
| Property | Value |
|---|---|
| Model Size | 8B parameters |
| Base Architecture | Llama-3 |
| Author | WhiteRabbitNeo |
| License | Custom (Llama-3 + WhiteRabbitNeo Extension) |
| Access | Available via HuggingFace |
What is Llama-3-WhiteRabbitNeo-8B-v2.0?
Llama-3-WhiteRabbitNeo-8B-v2.0 is a specialized AI model designed for cybersecurity applications, built upon the Llama-3 architecture. This model represents a significant advancement in AI-powered security tools, capable of handling both offensive and defensive cybersecurity tasks. The model is released as a public preview to demonstrate its capabilities while also enabling assessment of its societal impact.
Implementation Details
The model implements a sophisticated architecture based on Llama-3, optimized for cybersecurity applications. It utilizes HuggingFace's transformers library and can be deployed with various optimization options including 4-bit quantization and automated device mapping. The implementation includes careful consideration of prompt formatting and generation parameters for optimal performance.
- Supports both CPU and GPU deployment with automated device mapping
- Implements temperature and top-p sampling for controlled text generation
- Features customizable generation parameters including top-k filtering
- Includes comprehensive conversation handling with proper formatting
Core Capabilities
- Port scanning and vulnerability assessment
- Analysis of outdated software and services
- Detection of default credentials and misconfigurations
- Identification of injection flaws and cross-site scripting vulnerabilities
- Assessment of encryption implementations
- Analysis of authentication and session management
- API security evaluation
- DoS vulnerability detection
Frequently Asked Questions
Q: What makes this model unique?
The model's specialization in cybersecurity, combined with its comprehensive coverage of both offensive and defensive security aspects, makes it unique. It's built with strict usage guidelines to ensure responsible application while maintaining powerful capabilities for security testing and analysis.
Q: What are the recommended use cases?
The model is designed for security professionals conducting vulnerability assessments, penetration testing, and security audits. It can assist in identifying security flaws, analyzing potential vulnerabilities, and providing guidance on security best practices. However, usage must comply with the detailed restrictions outlined in the license.
