Update paper link in model card

README.md

@@ -1,19 +1,18 @@
 ---
-license: gemma
+base_model:
+- google/gemma-3-12b-pt
+datasets:
+- MBZUAI-Paris/Egyptian-SFT
+language:
+- arz
 library_name: transformers
+license: gemma
 pipeline_tag: text-generation
-extra_gated_button_content: Acknowledge license
 tags:
 - conversational
-language:
-- arz
-datasets:
-- MBZUAI-Paris/Egyptian-SFT
-base_model:
-- google/gemma-3-12b-pt
+extra_gated_button_content: Acknowledge license
 ---
 
-
 # JAIS Initiative: Nile-Chat Models
 
 ## Model Overview
@@ -23,7 +22,7 @@ Nile-Chat is a family of open instruction-tuned models for Egyptian dialect, dev
 * [Nile-Chat-4B](https://huggingface.co/MBZUAI-Paris/Nile-Chat-4B): A compact 4B parameter model that balances efficiency and fluency, well-suited for generating Egyptian Arabic in both Arabic and Latin scripts.
 * [Nile-Chat-12B](https://huggingface.co/MBZUAI-Paris/Nile-Chat-12B): A dense 12B parameter model providing high-capacity generation capabilities, ideal for complex, multi-turn interactions and nuanced understanding in both Egyptian scripts.
 
-**Paper:** [Coming Soon!](#)
+**Paper:** [Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts](https://huggingface.co/papers/2507.04569)
 
 ## 👥 Our Team
 
@@ -284,7 +283,7 @@ The models were compared against a collection of existing open-source Arabic mod
       <td>31.14</td><td>52.87</td><td>50.79</td><td>23.98</td><td>26.11</td>
     </tr>
     <tr>
-      <td><a href="https://huggingface.co/Qwen/Qwen2.5-14B-Instruct" target="_blank">Qwen2.5-14B-Instruct</a></td>
+      <td><a href="https://huggingface.co/Qwen/Qwen2.5-14B-Instruct"  target="_blank">Qwen2.5-14B-Instruct</a></td>
       <td>39.48</td>
       <td>33.49</td><td>52.87</td><td>53.41</td><td>27.35</td><td>30.28</td>
     </tr>