diff --git a/configs/cfg_flip_huge14.py b/configs/cfg_flip_huge14.py
index 374a9fbe2..cab88d76c 100644
--- a/configs/cfg_flip_huge14.py
+++ b/configs/cfg_flip_huge14.py
@@ -37,7 +37,7 @@ def get_config():
 
     # save memory
     config.partitioning.partition_states = True
-    # flatten params in optmizer
+    # flatten params in optimizer
     config.opt.flatten_params = True
 
     return config
diff --git a/configs/default.py b/configs/default.py
index 80420c3d0..f2cb86e40 100644
--- a/configs/default.py
+++ b/configs/default.py
@@ -19,11 +19,11 @@ def get_config():
     config.laion_path = ""
 
     config.learning_rate = 4e-6  # this is the base lr per 256 batch-size
-    config.warmup_epochs = 40.0  # virutual imagenet epochs
+    config.warmup_epochs = 40.0  # virtual imagenet epochs
     config.min_abs_lr = 0.0
     config.warmup_abs_lr = 0.0
 
-    config.num_epochs = 10000.0  # virutual imagenet epochs
+    config.num_epochs = 10000.0  # virtual imagenet epochs
     config.log_every_steps = 200
     config.save_every_epochs = 100