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README.md

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-license: apache-2.0
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+---
+license: apache-2.0
+---
+
+# Fine-Tuned Cybersecurity Threat Detection Model
+
+This model is a fine-tune of [Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2), via Knowledge Distillation of [0dAI-7.5B](https://huggingface.co/0dAI/0dAI-7.5B-v2). 
+The fine-tuning was conducted using a curated corpus of 950 cybersecurity rules from SIGMA, YARA, and Suricata repositories for threat and intrusion detection.
+
+## Key Features
+- Fine-tuned on a corpus of cybersecurity threat and intrusion detection rules.
+- Expert in generating YARA, Suricata, and SIGMA rules.
+- Based on Mistral-7B-Instruct-v0.2, with a 32K context window.
+
+## License
+This repository is licensed under the Apache License, Version 2.0. You can obtain a copy of the license at [Apache License 2.0](http://www.apache.org/licenses/LICENSE-2.0).
+
+## Warranty Disclaimer
+This software is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+
+## Changes
+This model has been fine-tuned based on the original Mistral-7B-Instruct-v0.2. Significant modifications were made to train it on a cybersecurity corpus for threat and intrusion detection.