diff --git a/llama_stack/core/stack.py b/llama_stack/core/stack.py
index 2eab9344f..754a942ab 100644
--- a/llama_stack/core/stack.py
+++ b/llama_stack/core/stack.py
@@ -102,6 +102,12 @@ TEST_RECORDING_CONTEXT = None
 
 
 async def register_resources(run_config: StackRunConfig, impls: dict[Api, Any]):
+    """Register resources from the run config with their respective providers.
+
+    This function attempts to register each resource (models, shields, etc.) with its provider.
+    If a registration fails, it logs the error and continues with other resources rather than
+    crashing the entire stack.
+    """
     for rsrc, api, register_method, list_method in RESOURCES:
         objects = getattr(run_config, rsrc)
         if api not in impls:
@@ -116,20 +122,31 @@ async def register_resources(run_config: StackRunConfig, impls: dict[Api, Any]):
                     continue
                 logger.debug(f"registering {rsrc.capitalize()} {obj} for provider {obj.provider_id}")
 
-            # we want to maintain the type information in arguments to method.
-            # instead of method(**obj.model_dump()), which may convert a typed attr to a dict,
-            # we use model_dump() to find all the attrs and then getattr to get the still typed value.
-            await method(**{k: getattr(obj, k) for k in obj.model_dump().keys()})
+            try:
+                # we want to maintain the type information in arguments to method.
+                # instead of method(**obj.model_dump()), which may convert a typed attr to a dict,
+                # we use model_dump() to find all the attrs and then getattr to get the still typed value.
+                await method(**{k: getattr(obj, k) for k in obj.model_dump().keys()})
+            except Exception as e:
+                # Log the error but continue with other resources
+                logger.error(
+                    f"Failed to register {rsrc} {obj} for provider {obj.provider_id if hasattr(obj, 'provider_id') else 'unknown'}: {e}"
+                )
+                continue
 
-        method = getattr(impls[api], list_method)
-        response = await method()
+        try:
+            method = getattr(impls[api], list_method)
+            response = await method()
 
-        objects_to_process = response.data if hasattr(response, "data") else response
+            objects_to_process = response.data if hasattr(response, "data") else response
 
-        for obj in objects_to_process:
-            logger.debug(
-                f"{rsrc.capitalize()}: {obj.identifier} served by {obj.provider_id}",
-            )
+            for obj in objects_to_process:
+                logger.debug(
+                    f"{rsrc.capitalize()}: {obj.identifier} served by {obj.provider_id}",
+                )
+        except Exception as e:
+            # Log the error but continue with other resource types
+            logger.error(f"Failed to list {rsrc}: {e}")
 
 
 class EnvVarError(Exception):
diff --git a/tests/unit/test_stack.py b/tests/unit/test_stack.py
new file mode 100644
index 000000000..768bd34c5
--- /dev/null
+++ b/tests/unit/test_stack.py
@@ -0,0 +1,207 @@
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the terms described in the LICENSE file in
+# the root directory of this source tree.
+
+from unittest.mock import AsyncMock, MagicMock
+
+import pytest
+
+from llama_stack.apis.models import Model, ModelType
+from llama_stack.core.datatypes import Provider, StackRunConfig
+from llama_stack.core.stack import Stack, register_resources
+from llama_stack.providers.datatypes import Api
+
+
+@pytest.fixture
+def mock_model():
+    return Model(
+        provider_id="test_provider",
+        provider_model_id="test_model",
+        identifier="test_model",
+        model_type=ModelType.llm,
+    )
+
+
+@pytest.fixture
+def mock_provider():
+    return Provider(
+        provider_id="test_provider",
+        provider_type="test_type",
+        config={},
+    )
+
+
+@pytest.fixture
+def mock_run_config(mock_model):
+    return StackRunConfig(
+        image_name="test",
+        apis=["inference"],
+        providers={"inference": [mock_provider]},
+        models=[mock_model],
+    )
+
+
+async def test_register_resources_success(mock_run_config, mock_model):
+    """Test successful registration of resources."""
+    mock_impl = AsyncMock()
+    mock_impl.register_model = AsyncMock(return_value=mock_model)
+    mock_impl.list_models = AsyncMock(return_value=[mock_model])
+
+    impls = {Api.models: mock_impl}
+
+    await register_resources(mock_run_config, impls)
+
+    mock_impl.register_model.assert_called_once()
+    mock_impl.list_models.assert_called_once()
+
+
+async def test_register_resources_failed_registration(mock_run_config, mock_model):
+    """Test that stack continues when model registration fails."""
+    mock_impl = AsyncMock()
+    mock_impl.register_model = AsyncMock(side_effect=ValueError("Registration failed"))
+    mock_impl.list_models = AsyncMock(return_value=[])
+
+    impls = {Api.models: mock_impl}
+
+    # Should not raise exception
+    await register_resources(mock_run_config, impls)
+
+    mock_impl.register_model.assert_called_once()
+    mock_impl.list_models.assert_called_once()
+
+
+async def test_register_resources_failed_listing(mock_run_config, mock_model):
+    """Test that stack continues when model listing fails."""
+    mock_impl = AsyncMock()
+    mock_impl.register_model = AsyncMock(return_value=mock_model)
+    mock_impl.list_models = AsyncMock(side_effect=ValueError("Listing failed"))
+
+    impls = {Api.models: mock_impl}
+
+    # Should not raise exception
+    await register_resources(mock_run_config, impls)
+
+    mock_impl.register_model.assert_called_once()
+    mock_impl.list_models.assert_called_once()
+
+
+async def test_register_resources_mixed_success(mock_run_config):
+    """Test mixed success/failure scenario with multiple models."""
+    # Create two models
+    model1 = Model(
+        provider_id="test_provider",
+        provider_model_id="model1",
+        identifier="model1",
+        model_type=ModelType.llm,
+    )
+    model2 = Model(
+        provider_id="test_provider",
+        provider_model_id="model2",
+        identifier="model2",
+        model_type=ModelType.llm,
+    )
+
+    # Update run config to include both models
+    mock_run_config.models = [model1, model2]
+
+    mock_impl = AsyncMock()
+    # Make first registration succeed, second fail
+    mock_impl.register_model = AsyncMock(side_effect=[model1, ValueError("Second registration failed")])
+    mock_impl.list_models = AsyncMock(return_value=[model1])  # Only first model listed
+
+    impls = {Api.models: mock_impl}
+
+    # Should not raise exception
+    await register_resources(mock_run_config, impls)
+
+    assert mock_impl.register_model.call_count == 2
+    mock_impl.list_models.assert_called_once()
+
+
+async def test_register_resources_disabled_provider(mock_run_config, mock_model):
+    """Test that disabled providers are skipped."""
+    # Update model to be disabled
+    mock_model.provider_id = "__disabled__"
+    mock_impl = AsyncMock()
+
+    impls = {Api.models: mock_impl}
+
+    await register_resources(mock_run_config, impls)
+
+    # Should not attempt registration for disabled provider
+    mock_impl.register_model.assert_not_called()
+    mock_impl.list_models.assert_called_once()
+
+
+class MockFailingProvider:
+    """A mock provider that fails registration but allows initialization"""
+
+    def __init__(self, *args, **kwargs):
+        self.initialize_called = False
+        self.shutdown_called = False
+
+    async def initialize(self):
+        self.initialize_called = True
+
+    async def shutdown(self):
+        self.shutdown_called = True
+
+    async def register_model(self, *args, **kwargs):
+        raise ValueError("Mock registration failure")
+
+    async def list_models(self):
+        return []  # Return empty list to simulate no models registered
+
+
+async def test_stack_initialization_with_failed_registration():
+    """Test full stack initialization with failed model registration using a mock provider."""
+    mock_model = Model(
+        provider_id="mock_failing",
+        provider_model_id="test_model",
+        identifier="test_model",
+        model_type=ModelType.llm,
+    )
+
+    mock_run_config = StackRunConfig(
+        image_name="test",
+        apis=["inference"],
+        providers={
+            "inference": [
+                Provider(
+                    provider_id="mock_failing",
+                    provider_type="mock::failing",
+                    config={},  # No need for real config in mock
+                )
+            ]
+        },
+        models=[mock_model],
+    )
+
+    # Create a mock provider registry that returns our failing provider
+    mock_registry = {
+        Api.inference: {
+            "mock::failing": MagicMock(
+                provider_class=MockFailingProvider,
+                config_class=MagicMock(),
+            )
+        }
+    }
+
+    stack = Stack(mock_run_config, provider_registry=mock_registry)
+
+    # Should not raise exception during initialization
+    await stack.initialize()
+
+    # Stack should still be initialized
+    assert stack.impls is not None
+
+    # Verify the provider was properly initialized
+    inference_impl = stack.impls.get(Api.inference)
+    assert inference_impl is not None
+    assert inference_impl.initialize_called
+
+    # Clean up
+    await stack.shutdown()
+    assert inference_impl.shutdown_called