diff --git a/beginner_source/hyperparameter_tuning_tutorial.py b/beginner_source/hyperparameter_tuning_tutorial.py
index e9141b45472..88d08ec3c05 100644
--- a/beginner_source/hyperparameter_tuning_tutorial.py
+++ b/beginner_source/hyperparameter_tuning_tutorial.py
@@ -48,10 +48,21 @@
 from torch.utils.data import random_split
 import torchvision
 import torchvision.transforms as transforms
+# sphinx_gallery_start_ignore
+# Fixes ``AttributeError: '_LoggingTee' object has no attribute 'fileno'``.
+# This is only needed to run with sphinx-build.
+import sys
+if not hasattr(sys.stdout, "encoding"):
+    sys.stdout.encoding = "latin1"
+    sys.stdout.fileno = lambda: 0
+# sphinx_gallery_end_ignore
 from ray import tune
 from ray.air import Checkpoint, session
 from ray.tune.schedulers import ASHAScheduler
 
+# TODO: Migrate to ray.train.Checkpoint and remove following line
+os.environ["RAY_AIR_NEW_PERSISTENCE_MODE"]="0"
+
 ######################################################################
 # Most of the imports are needed for building the PyTorch model. Only the last three
 # imports are for Ray Tune.
@@ -448,13 +459,6 @@ def main(num_samples=10, max_num_epochs=10, gpus_per_trial=2):
 
 
 if __name__ == "__main__":
-    # sphinx_gallery_start_ignore
-    # Fixes ``AttributeError: '_LoggingTee' object has no attribute 'fileno'``.
-    # This is only needed to run with sphinx-build.
-    import sys
-
-    sys.stdout.fileno = lambda: False
-    # sphinx_gallery_end_ignore
     # You can change the number of GPUs per trial here:
     main(num_samples=10, max_num_epochs=10, gpus_per_trial=0)
 
diff --git a/requirements.txt b/requirements.txt
index d93af015859..2aa065fd241 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -20,7 +20,7 @@ bs4
 awscliv2==2.1.1
 flask
 spacy==3.4.1
-ray[tune]==2.4.0
+ray[tune]==2.7.2
 tensorboard
 jinja2==3.1.3
 pytorch-lightning