Update README.md

README.md

@@ -17,7 +17,7 @@ __The 1x16g16 models require aqlm inference library v1.1.6 or newer:__
 `pip install aqlm[gpu,cpu]>=1.1.6`
 
 
-Note that a large portion of this model are the 16-bit embeddings/logits matrices. You can significantly reduce the model footprint by quantizing these matrices, e.g. using `bitsandbytes` LLM.int8 or NF4 formats.
+Note that a large portion of this model are the 16-bit embeddings/logits matrices. You can significantly reduce the model footprint by quantizing these matrices, e.g. using `bitsandbytes` LLM.int8 or NF4 formats. This does not require additional training.
 
 
 | Model      | AQLM scheme | WikiText 2 PPL | Model size, Gb | Hub link                                                                 |