[Minor] Fix sota runs (#3042)

Author: vmoens

sota-implementations/redq/config.yaml

@@ -50,7 +50,7 @@ logger:
 
 optim:
   optimizer: adam
-  dialog_turns_per_batch: 1024
+  steps_per_batch: 1024
   lr: 3e-4
   init_random_frames: 25000
   lr_scheduler: ""