diff --git a/backend/src/v2/driver/driver.go b/backend/src/v2/driver/driver.go
index 12184d187847..a150cb40d875 100644
--- a/backend/src/v2/driver/driver.go
+++ b/backend/src/v2/driver/driver.go
@@ -480,6 +480,28 @@ func extendPodSpecPatch(
 		podSpec.NodeSelector = kubernetesExecutorConfig.GetNodeSelector().GetLabels()
 	}
 
+	if tolerations := kubernetesExecutorConfig.GetTolerations(); tolerations != nil {
+		var k8sTolerations []k8score.Toleration
+
+		glog.Infof("Tolerations passed: %+v", tolerations)
+
+		for _, toleration := range tolerations {
+			if toleration != nil {
+				k8sToleration := k8score.Toleration{
+					Key:               toleration.Key,
+					Operator:          k8score.TolerationOperator(toleration.Operator),
+					Value:             toleration.Value,
+					Effect:            k8score.TaintEffect(toleration.Effect),
+					TolerationSeconds: toleration.TolerationSeconds,
+				}
+
+				k8sTolerations = append(k8sTolerations, k8sToleration)
+			}
+		}
+
+		podSpec.Tolerations = k8sTolerations
+	}
+
 	// Get secret mount information
 	for _, secretAsVolume := range kubernetesExecutorConfig.GetSecretAsVolume() {
 		secretVolume := k8score.Volume{
diff --git a/backend/src/v2/driver/driver_test.go b/backend/src/v2/driver/driver_test.go
index ff950cda13cb..acf8d2ed3562 100644
--- a/backend/src/v2/driver/driver_test.go
+++ b/backend/src/v2/driver/driver_test.go
@@ -671,3 +671,87 @@ func Test_extendPodSpecPatch_ImagePullSecrets(t *testing.T) {
 		})
 	}
 }
+
+func Test_extendPodSpecPatch_Tolerations(t *testing.T) {
+	tests := []struct {
+		name       string
+		k8sExecCfg *kubernetesplatform.KubernetesExecutorConfig
+		expected   *k8score.PodSpec
+	}{
+		{
+			"Valid - toleration",
+			&kubernetesplatform.KubernetesExecutorConfig{
+				Tolerations: []*kubernetesplatform.Toleration{
+					{
+						Key:      "key1",
+						Operator: "Equal",
+						Value:    "value1",
+						Effect:   "NoSchedule",
+					},
+				},
+			},
+			&k8score.PodSpec{
+				Containers: []k8score.Container{
+					{
+						Name: "main",
+					},
+				},
+				Tolerations: []k8score.Toleration{
+					{
+						Key:               "key1",
+						Operator:          "Equal",
+						Value:             "value1",
+						Effect:            "NoSchedule",
+						TolerationSeconds: nil,
+					},
+				},
+			},
+		},
+		{
+			"Valid - no tolerations",
+			&kubernetesplatform.KubernetesExecutorConfig{},
+			&k8score.PodSpec{
+				Containers: []k8score.Container{
+					{
+						Name: "main",
+					},
+				},
+			},
+		},
+		{
+			"Valid - only pass operator",
+			&kubernetesplatform.KubernetesExecutorConfig{
+				Tolerations: []*kubernetesplatform.Toleration{
+					{
+						Operator: "Contains",
+					},
+				},
+			},
+			&k8score.PodSpec{
+				Containers: []k8score.Container{
+					{
+						Name: "main",
+					},
+				},
+				Tolerations: []k8score.Toleration{
+					{
+						Operator: "Contains",
+					},
+				},
+			},
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := &k8score.PodSpec{Containers: []k8score.Container{
+				{
+					Name: "main",
+				},
+			}}
+			err := extendPodSpecPatch(got, tt.k8sExecCfg, nil, nil)
+			assert.Nil(t, err)
+			assert.NotNil(t, got)
+			assert.Equal(t, tt.expected, got)
+		})
+	}
+}
diff --git a/kubernetes_platform/python/kfp/kubernetes/__init__.py b/kubernetes_platform/python/kfp/kubernetes/__init__.py
index 322bf7a305ba..9197148fe085 100644
--- a/kubernetes_platform/python/kfp/kubernetes/__init__.py
+++ b/kubernetes_platform/python/kfp/kubernetes/__init__.py
@@ -23,15 +23,17 @@
     'add_node_selector',
     'add_pod_label',
     'add_pod_annotation',
-    'set_image_pull_secrets'
+    'set_image_pull_secrets',
+    'add_tolerations',
 ]
 
-from kfp.kubernetes.pod_metadata import add_pod_label
-from kfp.kubernetes.pod_metadata import add_pod_annotation
+from kfp.kubernetes.image import set_image_pull_secrets
 from kfp.kubernetes.node_selector import add_node_selector
+from kfp.kubernetes.pod_metadata import add_pod_annotation
+from kfp.kubernetes.pod_metadata import add_pod_label
 from kfp.kubernetes.secret import use_secret_as_env
 from kfp.kubernetes.secret import use_secret_as_volume
+from kfp.kubernetes.toleration import add_tolerations
 from kfp.kubernetes.volume import CreatePVC
 from kfp.kubernetes.volume import DeletePVC
 from kfp.kubernetes.volume import mount_pvc
-from kfp.kubernetes.image import set_image_pull_secrets
diff --git a/kubernetes_platform/python/kfp/kubernetes/toleration.py b/kubernetes_platform/python/kfp/kubernetes/toleration.py
new file mode 100644
index 000000000000..700d4c3ca9be
--- /dev/null
+++ b/kubernetes_platform/python/kfp/kubernetes/toleration.py
@@ -0,0 +1,52 @@
+# Copyright 2023 The Kubeflow Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from typing import List
+
+from google.protobuf import json_format
+from kfp.dsl import PipelineTask
+from kfp.kubernetes import common
+from kfp.kubernetes import kubernetes_executor_config_pb2 as pb
+from kubernetes.client import V1Toleration
+
+
+def add_tolerations(
+    task: PipelineTask,
+    tolerations: List[V1Toleration],
+) -> PipelineTask:
+    """Add `tolerations<https://kubernetes.io/docs/concepts/scheduling-eviction/taint-and-toleration/>`_. to a task.
+
+    Args:
+        task: Pipeline task.
+        tolerations: A list of V1Tolerations defined using the Kubernetes Python Client.
+
+    Returns:
+        Task object with added tolerations.
+    """
+    tolerations_pb = []
+    for toleration in tolerations:
+        tolerations_pb.append(
+            pb.Toleration(
+                key=toleration.key,
+                operator=toleration.operator,
+                value=toleration.value,
+                effect=toleration.effect,
+                toleration_seconds=toleration.toleration_seconds,
+            ))
+
+    msg = common.get_existing_kubernetes_config_as_message(task)
+    msg.tolerations.extend(tolerations_pb)
+    task.platform_config['kubernetes'] = json_format.MessageToDict(msg)
+
+    return task
diff --git a/kubernetes_platform/python/test/snapshot/data/toleration.py b/kubernetes_platform/python/test/snapshot/data/toleration.py
new file mode 100644
index 000000000000..d3015d7903c0
--- /dev/null
+++ b/kubernetes_platform/python/test/snapshot/data/toleration.py
@@ -0,0 +1,45 @@
+# Copyright 2023 The Kubeflow Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from kfp import dsl
+from kfp import kubernetes
+from kubernetes.client import V1Toleration
+
+
+@dsl.component
+def comp():
+    pass
+
+
+@dsl.pipeline
+def my_pipeline():
+    task = comp()
+    kubernetes.add_tolerations(
+        task,
+        [
+            V1Toleration(
+                key='key1',
+                operator='Equal',
+                value='value1',
+                effect='NoExecute',
+                toleration_seconds=10,
+            ),
+        ],
+    )
+
+
+if __name__ == '__main__':
+    from kfp import compiler
+
+    compiler.Compiler().compile(my_pipeline, __file__.replace('.py', '.yaml'))
diff --git a/kubernetes_platform/python/test/snapshot/data/toleration.yaml b/kubernetes_platform/python/test/snapshot/data/toleration.yaml
new file mode 100644
index 000000000000..f8f23798c61e
--- /dev/null
+++ b/kubernetes_platform/python/test/snapshot/data/toleration.yaml
@@ -0,0 +1,61 @@
+# PIPELINE DEFINITION
+# Name: my-pipeline
+components:
+  comp-comp:
+    executorLabel: exec-comp
+deploymentSpec:
+  executors:
+    exec-comp:
+      container:
+        args:
+        - --executor_input
+        - '{{$}}'
+        - --function_to_execute
+        - comp
+        command:
+        - sh
+        - -c
+        - "\nif ! [ -x \"$(command -v pip)\" ]; then\n    python3 -m ensurepip ||\
+          \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\
+          \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.6.0'\
+          \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\
+          $0\" \"$@\"\n"
+        - sh
+        - -ec
+        - 'program_path=$(mktemp -d)
+
+
+          printf "%s" "$0" > "$program_path/ephemeral_component.py"
+
+          _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main                         --component_module_path                         "$program_path/ephemeral_component.py"                         "$@"
+
+          '
+        - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
+          \ *\n\ndef comp():\n    pass\n\n"
+        image: python:3.7
+pipelineInfo:
+  name: my-pipeline
+root:
+  dag:
+    tasks:
+      comp:
+        cachingOptions:
+          enableCache: true
+        componentRef:
+          name: comp-comp
+        taskInfo:
+          name: comp
+schemaVersion: 2.1.0
+sdkVersion: kfp-2.6.0
+---
+platforms:
+  kubernetes:
+    deploymentSpec:
+      executors:
+        exec-comp:
+          tolerations:
+          - effect: NoExecute
+            key: key1
+            operator: Equal
+            tolerationSeconds: '10'
+            value: value1
diff --git a/kubernetes_platform/python/test/unit/test_tolerations.py b/kubernetes_platform/python/test/unit/test_tolerations.py
new file mode 100644
index 000000000000..a2d47a9118db
--- /dev/null
+++ b/kubernetes_platform/python/test/unit/test_tolerations.py
@@ -0,0 +1,193 @@
+# Copyright 2023 The Kubeflow Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from google.protobuf import json_format
+from kfp import compiler
+from kfp import dsl
+from kfp import kubernetes
+from kubernetes.client import V1Toleration
+
+
+class TestTolerations:
+
+    def test_add_one(self):
+
+        @dsl.pipeline
+        def my_pipeline():
+            task = comp()
+            kubernetes.add_tolerations(
+                task,
+                [
+                    V1Toleration(
+                        key='key1',
+                        operator='Equal',
+                        value='value1',
+                        effect='NoSchedule',
+                    ),
+                ],
+            )
+
+        compiler.Compiler().compile(
+            pipeline_func=my_pipeline, package_path='my_pipeline.yaml')
+
+        assert json_format.MessageToDict(my_pipeline.platform_spec) == {
+            'platforms': {
+                'kubernetes': {
+                    'deploymentSpec': {
+                        'executors': {
+                            'exec-comp': {
+                                'tolerations': [{
+                                    'key': 'key1',
+                                    'operator': 'Equal',
+                                    'value': 'value1',
+                                    'effect': 'NoSchedule',
+                                }]
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
+    def test_add_one_with_toleration_seconds(self):
+
+        @dsl.pipeline
+        def my_pipeline():
+            task = comp()
+            kubernetes.add_tolerations(
+                task,
+                [
+                    V1Toleration(
+                        key='key1',
+                        operator='Equal',
+                        value='value1',
+                        effect='NoExecute',
+                        toleration_seconds=10,
+                    ),
+                ],
+            )
+
+        compiler.Compiler().compile(
+            pipeline_func=my_pipeline, package_path='my_pipeline.yaml')
+
+        assert json_format.MessageToDict(my_pipeline.platform_spec) == {
+            'platforms': {
+                'kubernetes': {
+                    'deploymentSpec': {
+                        'executors': {
+                            'exec-comp': {
+                                'tolerations': [{
+                                    'key': 'key1',
+                                    'operator': 'Equal',
+                                    'value': 'value1',
+                                    'effect': 'NoExecute',
+                                    'tolerationSeconds': '10',
+                                }]
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
+    def test_add_two(self):
+
+        @dsl.pipeline
+        def my_pipeline():
+            task = comp()
+            kubernetes.add_tolerations(
+                task,
+                [
+                    V1Toleration(
+                        key='key1',
+                        operator='Equal',
+                        value='value1',
+                    ),
+                    V1Toleration(
+                        key='key2',
+                        operator='Equal',
+                        value='value2',
+                    ),
+                ],
+            )
+
+        assert json_format.MessageToDict(my_pipeline.platform_spec) == {
+            'platforms': {
+                'kubernetes': {
+                    'deploymentSpec': {
+                        'executors': {
+                            'exec-comp': {
+                                'tolerations': [
+                                    {
+                                        'key': 'key1',
+                                        'operator': 'Equal',
+                                        'value': 'value1',
+                                    },
+                                    {
+                                        'key': 'key2',
+                                        'operator': 'Equal',
+                                        'value': 'value2',
+                                    },
+                                ]
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
+    def test_respects_other_configuration(self):
+
+        @dsl.pipeline
+        def my_pipeline():
+            task = comp()
+            kubernetes.use_secret_as_volume(
+                task, secret_name='my-secret', mount_path='/mnt/my_vol')
+            kubernetes.add_tolerations(
+                task,
+                [
+                    V1Toleration(
+                        key='key1',
+                        operator='Equal',
+                        value='value1',
+                    ),
+                ],
+            )
+
+        assert json_format.MessageToDict(my_pipeline.platform_spec) == {
+            'platforms': {
+                'kubernetes': {
+                    'deploymentSpec': {
+                        'executors': {
+                            'exec-comp': {
+                                'tolerations': [{
+                                    'key': 'key1',
+                                    'operator': 'Equal',
+                                    'value': 'value1',
+                                },],
+                                'secretAsVolume': [{
+                                    'secretName': 'my-secret',
+                                    'mountPath': '/mnt/my_vol',
+                                },],
+                            },
+                        }
+                    }
+                }
+            }
+        }
+
+
+@dsl.component
+def comp():
+    pass