diff --git a/library/sdxl_train_util.py b/library/sdxl_train_util.py
index e10488c0..0eaee4eb 100644
--- a/library/sdxl_train_util.py
+++ b/library/sdxl_train_util.py
@@ -375,7 +375,7 @@ def verify_sdxl_training_args(args: argparse.Namespace):
             args.noise_offset = DEFAULT_NOISE_OFFSET
         elif args.noise_offset != DEFAULT_NOISE_OFFSET:
             print(
-                f"Waring: SDXL has been trained with noise_offset={DEFAULT_NOISE_OFFSET} / SDXLはnoise_offset={DEFAULT_NOISE_OFFSET}で学習されています"
+                f"Warning: SDXL has been trained with noise_offset={DEFAULT_NOISE_OFFSET} / SDXLはnoise_offset={DEFAULT_NOISE_OFFSET}で学習されています"
             )
         print(f"noise_offset is set to {args.noise_offset} / noise_offsetが{args.noise_offset}に設定されました")
 
diff --git a/train_network.py b/train_network.py
index 2bb94b1e..1a3c19e2 100644
--- a/train_network.py
+++ b/train_network.py
@@ -98,7 +98,7 @@ class NetworkTrainer:
         return False
 
     def cache_text_encoder_outputs_if_needed(
-        self, args, accelerator, uner, vae, tokenizers, text_encoders, data_loader, weight_dtype
+        self, args, accelerator, unet, vae, tokenizers, text_encoders, data_loader, weight_dtype
     ):
         for t_enc in text_encoders:
             t_enc.to(accelerator.device)