Fix typos

src/instructlab/training/main_ds.py

@@ -579,7 +579,7 @@ def run_training(torch_args: TorchrunArgs, train_args: TrainingArgs) -> None:
         DataProcessArgs(
             # XXX(osilkin): make a decision here, either:
             #   1. the CLI is fully responsible for managing where the data is written
-            #   2. we never cache it and simply write it to a tmp file everytime.
+            #   2. we never cache it and simply write it to a tmp file every time.
             #
             # An important reason for why #1 would be preferable is in the case of OpenShift/SELinux
             # where the user has a defined place for new temporary data to be written.

src/instructlab/training/utils.py

@@ -689,7 +689,7 @@ def save_hf_format_ds(
     log_rank_0(f"saving took {time.time() - start} seconds")
 
 
-# this is native deepspeed saving with optimizer, schediuler
+# this is native deepspeed saving with optimizer, scheduler
 def save_model_ds_native(
     args,
     model,