diff --git a/test_runner.py b/test_runner.py
index 12085917..b17bc948 100755
--- a/test_runner.py
+++ b/test_runner.py
@@ -40,6 +40,21 @@ def build_test_list(args):
     """
     integration_tests_flavors = defaultdict(list)
     integration_tests_flavors["debug_model.toml"] = [
+        OverrideDefinitions(
+            [
+                [
+                    "--checkpoint.enable_checkpoint",
+                    f"--job.dump_folder {args.output_dir}/pp_1f1b_3stage/",
+                    "--experimental.pipeline_parallel_degree 3",
+                    "--experimental.pipeline_parallel_split_points layers.1, layers.2",
+                    "--experimental.pipeline_parallel_schedule 1f1b",
+                    "--training.data_parallel_degree 1",
+                ],
+            ],
+            "PP 1D test 1f1b with 3 PP stages",
+            requires_seed_checkpoint=True,
+            ngpu=3,
+        ),
         OverrideDefinitions(
             [
                 [
diff --git a/torchtitan/models/llama/__init__.py b/torchtitan/models/llama/__init__.py
index 2393d92f..3c08a065 100644
--- a/torchtitan/models/llama/__init__.py
+++ b/torchtitan/models/llama/__init__.py
@@ -12,7 +12,7 @@
 __all__ = ["Transformer"]
 
 llama2_configs = {
-    "debugmodel": ModelArgs(dim=256, n_layers=2, n_heads=16),
+    "debugmodel": ModelArgs(dim=256, n_layers=3, n_heads=16),
     "271M": ModelArgs(dim=1024, n_layers=16, n_heads=8),
     "1B": ModelArgs(dim=2048, n_layers=18, n_heads=16),
     "7B": ModelArgs(dim=4096, n_layers=32, n_heads=32),
@@ -29,7 +29,7 @@
 }
 
 llama3_configs = {
-    "debugmodel": ModelArgs(dim=256, n_layers=2, n_heads=16, rope_theta=500000),
+    "debugmodel": ModelArgs(dim=256, n_layers=3, n_heads=16, rope_theta=500000),
     "8B": ModelArgs(
         dim=4096,
         n_layers=32,