Colibri_8b_v0.1: A Specialized Cybersecurity Conversational Model
Colibri_8b_v0.1, developed by CyberNative-AI, is an 8 billion parameter conversational AI model uniquely focused on cybersecurity. It is fine-tuned from the dolphin-2.9-llama3-8b base model, which itself is built upon Llama-3-8B.
Key Capabilities
- Cybersecurity Expertise: The model is specifically trained to understand and respond to queries related to various cybersecurity topics.
- Conversational AI: Designed for interactive dialogue, providing informative and relevant answers in a chat format.
- Specialized Training Data: Fine-tuned on approximately 35,000 question-and-answer pairs derived from a large corpus of cybersecurity texts.
- Efficient Training: The
v0.1 version underwent 3 epochs of full parameter fine-tuning in just 3 hours using a single A100 80GB GPU. - ChatML Format: Utilizes the ChatML prompt template for structured interactions.
Good For
- Cybersecurity Information Retrieval: Answering questions about security concepts, vulnerabilities, threats, and best practices.
- Educational Purposes: Assisting users in learning about cybersecurity.
- Security Operations Support: Providing quick insights or explanations on security-related incidents or terms.
Users are advised to use the model responsibly and in compliance with legal and ethical guidelines, as illegal or unethical use is strictly prohibited.