Update README.md

README.md

@@ -18,33 +18,6 @@ The goal is to adapt a powerful **multimodal vision-language model** for **medic
 
 ---
 
-## Model Details
-
-- **Base model:** Qwen/Qwen2.5-VL-3B-Instruct  
-- **Adapter type:** LoRA (PEFT)  
-- **Training objective:** Supervised fine-tuning (SFT) on chest X-ray reports  
-- **Dataset:** [MIMIC-CXR](https://physionet.org/content/mimic-cxr/2.0.0/) (radiology images + reports)  
-- **Languages:** English (medical reporting domain)  
-- **Frameworks:** `transformers`, `peft`, `trl`
-
----
-
-## Intended Uses
-
-### Direct Use
-- Generating radiology-style reports from chest X-ray images.  
-- Research on applying large multimodal models to medical imaging tasks.  
-
-### Downstream Use
-- Medical text generation tasks where radiological image context is available.  
-- Adaptation for other healthcare VQA (Visual Question Answering) tasks.  
-
-### Out-of-Scope Use
-⚠️ **Not for clinical decision-making.**  
-This model is intended **for research purposes only**. Do not use it in medical practice without proper validation and regulatory approval.
-
----
-
 ## How to Use
 
 ```python
@@ -99,3 +72,29 @@ sample = [
 output = generate_text_from_sample(model, processor, sample)
 print(output)
 ```
+---
+
+## Model Details
+
+- **Base model:** Qwen/Qwen2.5-VL-3B-Instruct  
+- **Adapter type:** LoRA (PEFT)  
+- **Training objective:** Supervised fine-tuning (SFT) on chest X-ray reports  
+- **Dataset:** [MIMIC-CXR](https://physionet.org/content/mimic-cxr/2.0.0/) (radiology images + reports)  
+- **Languages:** English (medical reporting domain)  
+- **Frameworks:** `transformers`, `peft`, `trl`
+
+---
+
+## Intended Uses
+
+### Direct Use
+- Generating radiology-style reports from chest X-ray images.  
+- Research on applying large multimodal models to medical imaging tasks.  
+
+### Downstream Use
+- Medical text generation tasks where radiological image context is available.  
+- Adaptation for other healthcare VQA (Visual Question Answering) tasks.  
+
+### Out-of-Scope Use
+⚠️ **Not for clinical decision-making.**  
+This model is intended **for research purposes only**. Do not use it in medical practice without proper validation and regulatory approval.