Update README.md

README.md

@@ -11,7 +11,10 @@ ColPali is a model based on a novel model architecture and training strategy bas
 It is a [PaliGemma-3B](https://huggingface.co/google/paligemma-3b-pt-448) extension that generates [ColBERT](https://arxiv.org/abs/2004.12832)- style multi-vector representations of text and images. 
 It was introduced in the paper [ColPali: Efficient Document Retrieval with Vision Language Models](https://arxiv.org/abs/2407.01449) and first released in [this repository](https://github.com/ManuelFay/colpali)
 
-This version is the untrained base version to guarantee deterministic projection layer initialization.
+## Usage
+
+> [!WARNING]
+> This version should not be used: it is solely the base version useful for deterministic LoRA initialization.
 
 
 ## Model Description