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README.md

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 ---
 license: cc-by-sa-4.0
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+library_name: gguf
+tags:
+  - gguf
+  - syrian-arabic
+  - dialect
+  - qwen
+  - llama-cpp
+  - mobile-ai
+  - pocketpal
+---
+
+# 🇸🇾 Syrian_Qwen-3.5-GGUF: Syrian Dialect LLM for Edge & Mobile
+
+<p align="center">
+  <img src="https://img.shields.io/badge/License-CC--BY--SA--4.0-green.svg" alt="License">
+  <img src="https://img.shields.io/badge/Language-Arabic_(Syrian_Dialect)-red.svg" alt="Language">
+  <img src="https://img.shields.io/badge/Format-GGUF-purple.svg" alt="Format">
+  <img src="https://img.shields.io/badge/Compatible-PocketPal__APK-orange.svg" alt="PocketPal">
+</p>
+
+---
+
+## 🌟 Introduction
+
+**Run Syrian Dialect AI anywhere — on your phone, tablet, or edge device.**
+
+We are proud to present **Syrian_Qwen-3.5-GGUF**, the quantized, portable version of the **first Large Language Model fine-tuned specifically for the Syrian Arabic Dialect**.
+
+Built on **Qwen 3.5** and converted to the **GGUF format**, this model brings authentic Syrian Arabic understanding to resource-constrained environments — no cloud required, no data leaving your device.
+
+### 🚀 Key Features
+*   🗣️ **Native Syrian Dialect:** Trained on colloquial Syrian data, not just Modern Standard Arabic.
+*   📱 **PocketPal Ready:** Optimized for seamless integration with PocketPal APK on Android.
+*   ⚡ **Efficient Inference:** Powered by `llama.cpp` backend for fast, low-memory CPU execution.
+*   🔓 **Open & Shareable:** CC-BY-SA-4.0 licensed to foster community growth.
+
+---
+
+## 📱 How to Run on Mobile with PocketPal APK
+
+🎥 **Video Tutorial: Setting Up Syrian_Qwen-3.5 on PocketPal APK**  
+*[Video Placeholder — Coming Soon]*  
+*A step-by-step walkthrough will be uploaded here shortly showing:*
+1. *Downloading PocketPal APK from the official source*
+2. *Importing the Syrian_Qwen-3.5-GGUF model file*
+3. *Configuring context length, temperature, and system prompt for Syrian dialect*
+4. *Starting your first offline conversation in Syrian Arabic*
+
+### Quick Setup Guide (Text)
+1. Install **PocketPal APK** on your Android device.
+2. Download this model (e.g., `syrian_qwen_3_5_4b_q4_k_m.gguf`) from the **Files** tab.
+3. Open PocketPal → Models → **"+"** → **Load Model from local** → Select the downloaded `.gguf` file.
+4. Start chatting fully offline, fully Syrian.
+
+> ⚠️ Ensure your device has at least 8GB RAM for Q4 quantizations. Close background apps for best performance.
+
+---
+
+## ⚖️ License & Commercial Use
+
+We believe in **open, shareable AI**. This model is released under **CC-BY-SA-4.0** to ensure derivatives remain open and community-driven.
+
+### ✅ You Can:
+- Use, modify, and distribute this model in **open-source projects** (with attribution).
+- Use it commercially **if your derivative work remains open-source** under CC-BY-SA-4.0.
+
+### 🔒 For Closed-Source / Proprietary Use:
+If you plan to integrate this model (or a fine-tuned version) into a **closed product**, please contact us first:
+
+📧 **Licensing Inquiries:** [info2@the-borg.ru](mailto:info2@the-borg.ru)
+
+---
+
+## 🙏 Credits & Acknowledgments
+
+This project stands on the shoulders of incredible open-source work:
+
+*   🧠 **Base Model:** [Qwen 3.5](https://huggingface.co/Qwen) by Alibaba Cloud
+*   ⚙️ **GGUF Conversion & Runtime:** [llama.cpp](https://github.com/ggerganov/llama.cpp)
+*   📱 **Mobile Integration Reference:** [PocketPal APK](https://github.com/a-ghorbani/pocketpal-ai) 
+*   🛠️ **Fine-Tuning & Alignment:** The Borg Organization
+*   📚 **Dataset:** Curated Syrian Dialect Corpus
+
+### Citation
+If you use **Syrian_Qwen-3.5-GGUF** in your work, please cite:
+
+```bibtex
+@misc{syrian_qwen_gguf_2026,
+  title={Syrian_Qwen-3.5-GGUF: Portable Syrian Dialect Large Language Model},
+  author={The Borg Organization},
+  year={2026},
+  howpublished={\url{https://huggingface.co/theBOrg32/Syrian_qwen_mobile_version}},
+  license={CC-BY-SA-4.0}
+}