Update README.md

README.md

@@ -1,3 +1,9 @@
+---
+datasets:
+- iimran/Medical-Intelligence-Questions
+base_model:
+- Qwen/Qwen2.5-3B
+---
 # Qwen2.5-3B-R1-MedicalReasoner
 
 **Qwen2.5-3B-R1-MedicalReasoner** is a clinical reasoning language model fine-tuned for advanced diagnostic and case-based problem solving. It has been developed for applications in medical education, clinical decision support, and research, with the capability to generate detailed chain-of-thought responses that include both the reasoning process and the final answer.
@@ -48,4 +54,49 @@ outputs = model.fast_generate(
     sampling_params=sampling_params,
     lora_request=None  # Use None if the LoRA adapter is already loaded
 )
-print(outputs[0].outputs[0].text)
+print(outputs[0].outputs[0].text)
+```
+
+### Adapter Integration
+
+For further fine-tuning or experiments with LoRA adapters, the LoRA adapter for this model is available in a separate repository.
+
+- **LoRA Adapter Repo:** [iimran/Qwen2.5-3B-R1-MedicalReasoner-lora-adapter](https://huggingface.co/iimran/Qwen2.5-3B-R1-MedicalReasoner-lora-adapter)
+
+To download and integrate the LoRA adapter:
+```python
+from huggingface_hub import snapshot_download
+
+# Download the LoRA adapter repository:
+lora_path = snapshot_download("iimran/Qwen2.5-3B-R1-MedicalReasoner-lora-adapter")
+print("LoRA adapter downloaded to:", lora_path)
+
+# Load the adapter into the model:
+model.load_lora(lora_path)
+```
+
+## Installation
+
+To use this model, install the required packages:
+```bash
+pip install unsloth vllm trl datasets huggingface-hub
+```
+
+A compatible GPU is recommended for optimal performance.
+
+## Citation
+
+If you use **Qwen2.5-3B-R1-MedicalReasoner** in your research, please cite:
+```bibtex
+@misc{imran2025model,
+  author = {Imran},
+  title = {Qwen2.5-3B-R1-MedicalReasoner: A Fine-Tuned Clinical Reasoning Model},
+  year = {2025},
+  publisher = {Hugging Face},
+  url = {https://huggingface.co/iimran/Qwen2.5-3B-R1-MedicalReasoner}
+}
+```
+
+## Disclaimer
+
+This model is intended for research and educational purposes only. It should not be used as the sole basis for clinical decision-making. All outputs should be validated by qualified healthcare professionals.