Update README.md

README.md

@@ -11,7 +11,7 @@ metrics:
 library_name: transformers
 ---
 
-Paper: [Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions](https://arxiv.org/abs/2412.08737)
+[Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions](https://arxiv.org/abs/2412.08737)
 
 # Model Card for Euclid-convnext-xxlarge (Version on 12/05/2024)
 
@@ -26,7 +26,7 @@ Euclid is trained on 1.6M synthetic geometry images with high-fidelity question-
 It combines a ConvNeXt visual encoder with a Qwen-2.5 language model, connected through a 2-layer MLP multimodal connector.
 
 
-### Model Sources [optional]
+### Model Sources
 
 - **Repository:** https://github.com/euclid-multimodal/Euclid
 - **Paper:** https://arxiv.org/abs/2412.08737