diff --git a/README.md b/README.md
index 67d87de..f537fb5 100644
--- a/README.md
+++ b/README.md
@@ -38,8 +38,8 @@ Aloe is a new family of healthcare LLMs that is highly competitive with all prev
 
 ### [](https://huggingface.co/templates/model-card-example#model-sources-optional)Model Sources [optional]
 
-- **Repository:** Coming Soon
-- **Paper:** Coming soon
+- **Repository:** https://github.com/HPAI-BSC/prompt_engine (more coming soon)
+- **Paper:** https://arxiv.org/abs/2405.01886 (more coming soon)
 
 ## Model Performance
 
@@ -47,6 +47,7 @@ Aloe has been tested on the most popular healthcare QA datasets, with and withou
 
 <img src="https://cdn-uploads.huggingface.co/production/uploads/62f7a16192950415b637e201/rQ4z-qXzKN44oAcFDbHi2.png" width="95%">
 
+Results using advanced prompting methods (aka Medprompt) are achieved through a [repo](https://github.com/HPAI-BSC/prompt_engine) made public with this work.
 
 ## Uses