Update README.md

README.md

@@ -19,7 +19,7 @@ This version is the untrained base version to guarantee deterministic projection
 
 ## Version specificity
 
-This version is trained with `colpali-engine==0.3.5`. (branch smolvlm from the repo)
+This version is trained with `colpali-engine==0.3.5`. (main branch from the repo)
 
 Data is the same as the ColPali data described in the paper.
 
@@ -42,11 +42,11 @@ We train on a 4 GPU setup with data parallelism, a learning rate of 5e-4 with li
 
 ## Usage
 
-Make sure `colpali-engine` is installed from source or with a version superior to 0.3.5 (branch smolvlm from the repo currently).
+Make sure `colpali-engine` is installed from source or with a version superior to 0.3.5 (main branch from the repo currently).
 `transformers` version must be > 4.46.2.
 
 ```bash
-pip install git+https://github.com/illuin-tech/colpali@smolvlm
+pip install git+https://github.com/illuin-tech/colpali
 ```
 
 ```python