diff --git a/tests/test_graph.py b/tests/test_graph.py
new file mode 100644
index 0000000..23bcc56
--- /dev/null
+++ b/tests/test_graph.py
@@ -0,0 +1,32 @@
+import pytest
+import torch.nn as nn
+
+from visualtorch import graph_view
+
+
+@pytest.fixture
+def dense_model():
+    class SimpleDense(nn.Module):
+        def __init__(self):
+            super(SimpleDense, self).__init__()
+            self.h0 = nn.Linear(4, 8)
+            self.h1 = nn.Linear(8, 8)
+            self.h2 = nn.Linear(8, 4)
+            self.out = nn.Linear(4, 2)
+
+        def forward(self, x):
+            x = self.h0(x)
+            x = self.h1(x)
+            x = self.h2(x)
+            x = self.out(x)
+            return x
+
+    model = SimpleDense()
+    return model
+
+
+def test_dense_model_graph_view_runs(dense_model):
+    try:
+        _ = graph_view(dense_model, input_shape=(1, 4))
+    except Exception as e:
+        pytest.fail(f"graph_view raised an exception with a simple dense model: {e}")