Update README.md

README.md

@@ -9,4 +9,34 @@ tags:
 - security
 - cybersec
 - threat
----
+---
+
+
+# CyberSec-Mamba-Chat
+
+![CyberSec-Mamba-Chat](path/to/image.png) <!-- Replace 'path/to/image.png' with the actual path to your image -->
+
+## Description
+
+CyberSec-Mamba-Chat, hosted in the Hugging Face repository under [venkycs/mamba-2.8b-cybersec](https://huggingface.co/venkycs/mamba-2.8b-cybersec), is a fine-tuned version of the innovative Mamba-Chat model by HavenHQ. Specialized for cybersecurity applications, it leverages the state-space model architecture of Mamba-2.8B, developed by Albert Gu and Tri Dao, to deliver precise and context-aware responses in the cybersecurity domain.
+
+## Usage
+
+Interact with CyberSec-Mamba-Chat through an accessible Colab notebook for immediate testing and application:
+
+- [Inference on Colab](https://huggingface.co/venkycs/mamba-2.8b-cybersec/blob/main/inference_mamba_security.ipynb)
+
+This notebook provides a straightforward method for users to interact with the model, ensuring a smooth experience in the field of cybersecurity.
+
+## Observation
+
+CyberSec-Mamba-Chat demonstrates remarkable efficiency in domain-specific responses. Excelling in cybersecurity contexts, it delivers highly relevant and accurate answers. An ongoing assessment is being conducted on its performance in balancing specialized knowledge with general applicability.
+
+## Acknowledgement
+
+This model is a fine-tuned version of HavenHQ's Mamba-Chat model. We express our gratitude to HavenHQ and the original authors, Albert Gu and Tri Dao, for their pioneering work in AI language modeling.
+
+## License
+
+CyberSec-Mamba-Chat is made available under the Apache 2.0 License. This license supports open-source distribution while providing necessary freedoms for users and developers.
+