Update README.md

README.md

@@ -17,7 +17,7 @@ license: apache-2.0
 ###  Amadeus-Verbo-BI-Qwen2.5-32B-PT-BR-Instruct
 #### Introduction
 Amadeus-Verbo-BI-Qwen2.5-32B-PT-BR-Instruct is a Brazilian-Portuguese language model (PT-BR-LLM) developed from the base model Qwen2.5-32B through fine-tuning, for 2 epochs, with 600k instructions dataset.
-Read our article [here](https://www.).
+Read our article [here](https://arxiv.org/abs/2506.00019).
 
 ## Details
 
@@ -125,11 +125,13 @@ print(completion[0]['generated_text'])
 
 If you find our work helpful, feel free to cite it.
 ```
-@misc{Amadeus AI,
-    title = {Amadeus Verbo: A Brazilian Portuguese large language model.},
-    url = {https://amadeus-ai.com},
-    author = {Amadeus AI},
-    month = {November},
-    year = {2024}
+@misc{cruzcastañeda2025amadeusverbotechnicalreportpowerful,
+      title={Amadeus-Verbo Technical Report: The powerful Qwen2.5 family models trained in Portuguese}, 
+      author={William Alberto Cruz-Castañeda and Marcellus Amadeus},
+      year={2025},
+      eprint={2506.00019},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2506.00019}, 
 }
 ```