Apply suggestion from @deependujha

Author: deependujha

src/lightning/pytorch/tuner/batch_size_scaling.py

@@ -62,7 +62,7 @@ def _scale_batch_size(
 
         margin: Margin to reduce the found batch size by to provide a safety buffer. Only applied when using
             'binsearch' mode. Should be a float between 0 and 1. Defaults to 0.05 (5% reduction).
-        max_val: Maximum batch size limit. If provided, the found batch size will not exceed this value.
+        max_val: Maximum batch size limit, to prevent overly large or inefficient batch sizes.
 
     """
     if trainer.fast_dev_run: