diff --git a/python/ray/train/tests/_huggingface_data.py b/python/ray/train/tests/_huggingface_data.py
index 670cc7102..b16e57e50 100644
--- a/python/ray/train/tests/_huggingface_data.py
+++ b/python/ray/train/tests/_huggingface_data.py
@@ -1,7 +1,7 @@
 train_data = """
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 """
 
 validation_data = """
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 """
diff --git a/python/ray/train/tests/test_huggingface_predictor.py b/python/ray/train/tests/test_huggingface_predictor.py
index 2c05b4ab3..39211adce 100644
--- a/python/ray/train/tests/test_huggingface_predictor.py
+++ b/python/ray/train/tests/test_huggingface_predictor.py
@@ -23,8 +23,8 @@ prompts = pd.DataFrame(
 
 # We are only testing Casual Language Modeling here
 
-model_checkpoint = "sshleifer/tiny-gpt2"
-tokenizer_checkpoint = "sgugger/gpt2-like-tokenizer"
+model_checkpoint = "hf-internal-testing/tiny-random-gpt2"
+tokenizer_checkpoint = "hf-internal-testing/tiny-random-gpt2"
 
 
 @pytest.fixture
diff --git a/python/ray/train/tests/test_huggingface_trainer.py b/python/ray/train/tests/test_huggingface_trainer.py
index bc782c80e..66b1f7d23 100644
--- a/python/ray/train/tests/test_huggingface_trainer.py
+++ b/python/ray/train/tests/test_huggingface_trainer.py
@@ -35,8 +35,8 @@ prompts = pd.DataFrame(
 
 # We are only testing Casual Language Modelling here
 
-model_checkpoint = "sshleifer/tiny-gpt2"
-tokenizer_checkpoint = "sgugger/gpt2-like-tokenizer"
+model_checkpoint = "hf-internal-testing/tiny-random-gpt2"
+tokenizer_checkpoint = "hf-internal-testing/tiny-random-gpt2"
 
 
 @pytest.fixture