diff --git a/cm/random_util.py b/cm/random_util.py
index 64649c8..7224692 100644
--- a/cm/random_util.py
+++ b/cm/random_util.py
@@ -97,7 +97,7 @@ def set_seed(self, seed):
 class DeterministicIndividualGenerator:
     """
     RNG to deterministically sample num_samples samples that does not depend on batch_size or mpi_machines
-    Uses a separate rng for each sample to reduce memoery usage
+    Uses a separate rng for each sample to reduce memory usage
     """
 
     def __init__(self, num_samples, seed=0):
diff --git a/evaluations/evaluator.py b/evaluations/evaluator.py
index 622e27e..8c7d8cf 100644
--- a/evaluations/evaluator.py
+++ b/evaluations/evaluator.py
@@ -338,7 +338,7 @@ def evaluate(
         return {
             "fraction": float(np.mean(batch_predictions)),
             "batch_predictions": batch_predictions,
-            "max_realisim_score": max_realism_score,
+            "max_realism_score": max_realism_score,
             "nearest_indices": nearest_indices,
         }