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README.md

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-license: apache-2.0
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+---
+license: apache-2.0
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+## 📦 Model Artifacts
+
+The quantized deployment artifacts for **MedNTDs** are publicly available.
+
+We provide optimized formats for edge and cross-platform inference:
+
+- **GGUF (llama.cpp compatible)** – for high-performance CPU inference  
+- **TFLite (.task)** – for mobile and embedded deployment  
+
+### 🔗 Hugging Face Repository
+Model files are hosted on Hugging Face:  
+👉 https://huggingface.co/wlsgusjjn/MedNTDs
+
+### 🔗 GitHub Repository
+Full training pipeline, quantization scripts, and deployment code:  
+👉 https://github.com/wlsgusjjn/MedNTDs/
+
+These artifacts include:
+- 4-bit quantized GGUF models for offline edge inference
+- LiteRT / TFLite task models for Flutter-based mobile integration
+- LoRA-adapted MedGemma checkpoints used in the 2-stage screening pipeline
+
+All models are optimized for low-resource environments and designed for internet-independent deployment in rural clinical settings.