Update README.md

README.md

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 This model is built on top of **[Qwen/Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct)** and finetuned using **LoRA** (Low-Rank Adaptation) and **RLHF**-style reward optimization, leveraging **vLLM** for fast inference. It is designed to respond with a specific structure (i.e., `<reasoning> ... </reasoning>` and `<final_argument> ... </final_argument>` sections) and maximize the number of well-formed argument-objection pairs.
 
 # Training script
-Script here: https://colab.research.google.com/drive/15DVOLcs3dopw0xPQgxaG3LVwj266XWVS?usp=sharing
+Script here (example of how to do inference at the bottom): https://colab.research.google.com/drive/15DVOLcs3dopw0xPQgxaG3LVwj266XWVS?usp=sharing
 
 ## Key Features
 - **Base Model**: Qwen/Qwen2.5-3B-Instruct