diff --git a/examples/parallel-hf-embedding-ec2/parallel_hf_embedding_ec2.py b/examples/parallel-hf-embedding-ec2/parallel_hf_embedding_ec2.py
index e6a340865..83ccae419 100644
--- a/examples/parallel-hf-embedding-ec2/parallel_hf_embedding_ec2.py
+++ b/examples/parallel-hf-embedding-ec2/parallel_hf_embedding_ec2.py
@@ -175,7 +175,7 @@ def embed_docs(self, url: str, **embed_kwargs):
     # and 4 separate modules, each sent to a separate processes. We do this in a loop here, with a list of dependencies
     # that we need remotely to run the module.
     #
-    # In this case, each `processes` is also on a separate machine, but we could also provision an A10G:4 instance,
+    # In this case, each `process` is also on a separate machine, but we could also provision an A10G:4 instance,
     # and send all 4 processes to the same machine. Each process runs within a separate process on the machine, so they
     # won't interfere with each other.
     #