Fix title and add arXiv URL

README.md

@@ -11,9 +11,9 @@ tags:
 base_model: unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit
 ---
 
-# aLLoyM - Fine-tuned Mistral Model
+# aLLoyM: A large language model for alloy phase diagram prediction
 
-This is a fine-tuned Mistral model using LoRA (Low-Rank Adaptation) after 15,000 training steps.
+[This is a fine-tuned Mistral model using LoRA (Low-Rank Adaptation) after 15,000 training steps.](https://www.arxiv.org/abs/2507.22558)
 
 ## Model Details