WhiteRabbitNeo-33B-v1
| Property | Value |
|---|---|
| License | DeepSeek |
| Framework | PyTorch |
| Type | Text Generation |
| Architecture | LLaMA-based |
What is WhiteRabbitNeo-33B-v1?
WhiteRabbitNeo-33B-v1 is a specialized large language model designed specifically for cybersecurity applications. Built on the DeepSeek architecture, this 33B parameter model incorporates both offensive and defensive security capabilities, making it a powerful tool for security professionals. The model features a unique "Prompt Enhancement" feature in its v1.1 release and is accessible through a dedicated web interface.
Implementation Details
The model is implemented using PyTorch and supports various optimization techniques including 8-bit quantization. It utilizes the transformers architecture and can be deployed using text-generation-inference frameworks. The model includes comprehensive security topic coverage and implements a Tree of Thoughts approach for reasoning.
- Supports both 4-bit and 8-bit quantization
- Implements advanced prompt enhancement features
- Uses auto device mapping for optimal resource utilization
- Includes built-in safety measures and usage restrictions
Core Capabilities
- Comprehensive vulnerability assessment and analysis
- Network security analysis and penetration testing guidance
- API security assessment and implementation
- Security misconfigurations identification
- Multiple reasoning paths exploration for security problems
- Defensive security strategy development
Frequently Asked Questions
Q: What makes this model unique?
The model's specialization in cybersecurity, combined with its 33B parameter size and enhanced prompting capabilities, makes it particularly effective for security-related tasks. Its ability to analyze both offensive and defensive security scenarios while maintaining ethical guidelines sets it apart from general-purpose LLMs.
Q: What are the recommended use cases?
The model is ideal for security professionals conducting vulnerability assessments, penetration testing, code security analysis, and defensive security planning. It can assist in identifying security misconfigurations, analyzing potential attack vectors, and developing secure system architectures.
