diff --git a/functorch/examples/maml_omniglot/support/omniglot_loaders.py b/functorch/examples/maml_omniglot/support/omniglot_loaders.py
index 88eaff97df32..24d47dcf9980 100644
--- a/functorch/examples/maml_omniglot/support/omniglot_loaders.py
+++ b/functorch/examples/maml_omniglot/support/omniglot_loaders.py
@@ -143,7 +143,7 @@ class OmniglotNShot:
         :param batchsz: task num
         :param n_way:
         :param k_shot:
-        :param k_qry:
+        :param k_query:
         :param imgsz:
         """
 
diff --git a/torch/utils/tensorboard/_caffe2_graph.py b/torch/utils/tensorboard/_caffe2_graph.py
index 6e7a686292ec..b8ecb164eb61 100644
--- a/torch/utils/tensorboard/_caffe2_graph.py
+++ b/torch/utils/tensorboard/_caffe2_graph.py
@@ -157,7 +157,7 @@ def _remap_keys(old_dict, rename_fn):
     Args:
         old_dict: Dictionary (i.e. containing blob_name -> blob_name
             relationships.)
-        remap_fn: Function string -> string for renaming.
+        rename_fn: Function string -> string for renaming.
 
     Returns:
         None. Modifies old_dict in-place.