Update README.md

README.md

@@ -16,20 +16,15 @@ This model is a fine-tuned version of [Qwen/Qwen2-VL-2B-Instruct](https://huggin
 The model is designed to:
 
 - Evaluate alignment of image and caption
-- Provide justification scores for noisy web-scale data
-- Support local deployment for cost-efficient filtering
+- Provide image/caption alignment scores and textual justification for noisy web-scale data
+- Supports local deployment for cost-efficient training data filtration
 
 ## 🏋️ Training Details
 
 - Base model: `Qwen/Qwen2-VL-2B-Instruct`
-- Fine-tuning objective: in-context scoring + justification
-- Dataset: ~4.8K samples with score, justification, text, and image
+- Fine-tuning objective: in-context evaluation of aligment, quality and safety
+- Dataset: ~4.8K samples with score, justification, caption, and image
 
-## 📁 Files
-
-- `model.safetensors` – fine-tuned weights
-- `processor` – image and text processor
-- `README.md` – this card
 
 ## 🤝 Acknowledgements