diff --git a/docs/reference/buildx_create.md b/docs/reference/buildx_create.md
index 2fde9af7..a6c682d0 100644
--- a/docs/reference/buildx_create.md
+++ b/docs/reference/buildx_create.md
@@ -140,6 +140,7 @@ Passes additional driver-specific options. Details for each driver:
   - `limits.cpu` - Sets the limit CPU value specified in units of Kubernetes CPU. Example `limits.cpu=100m`, `limits.cpu=2`
   - `limits.memory` - Sets the limit memory value specified in bytes or with a valid suffix. Example `limits.memory=500Mi`, `limits.memory=4G`
   - `nodeselector="label1=value1,label2=value2"` - Sets the kv of `Pod` nodeSelector. No Defaults. Example `nodeselector=kubernetes.io/arch=arm64`
+  - `tolerations="key=foo,value=bar;key=foo2,operator=exists;key=foo3,effect=NoSchedule"` - Sets the `Pod` tolerations. Accepts the same values as the kube manifest tolerations. Key-value pairs are separated by `,`, tolerations are separated by `;`. No Defaults. Example `tolerations=operator=exists`
   - `rootless=(true|false)` - Run the container as a non-root user without `securityContext.privileged`. [Using Ubuntu host kernel is recommended](https://github.com/moby/buildkit/blob/master/docs/rootless.md). Defaults to false.
   - `loadbalance=(sticky|random)` - Load-balancing strategy. If set to "sticky", the pod is chosen using the hash of the context path. Defaults to "sticky"
   - `qemu.install=(true|false)` - Install QEMU emulation for multi platforms support.
diff --git a/driver/kubernetes/factory.go b/driver/kubernetes/factory.go
index 61985e4b..42090520 100644
--- a/driver/kubernetes/factory.go
+++ b/driver/kubernetes/factory.go
@@ -5,6 +5,8 @@ import (
 	"strconv"
 	"strings"
 
+	corev1 "k8s.io/api/core/v1"
+
 	"github.com/docker/buildx/driver"
 	"github.com/docker/buildx/driver/bkimage"
 	"github.com/docker/buildx/driver/kubernetes/manifest"
@@ -117,6 +119,48 @@ func (f *factory) New(ctx context.Context, cfg driver.InitConfig) (driver.Driver
 				}
 			}
 			deploymentOpt.NodeSelector = s
+		case "tolerations":
+			u, err := strconv.Unquote(v)
+			if nil != err {
+				return nil, err
+			}
+			ts := strings.Split(u, ";")
+			deploymentOpt.Tolerations = []corev1.Toleration{}
+			for i := range ts {
+				kvs := strings.Split(ts[i], ",")
+				if len(kvs) == 0 {
+					return nil, errors.Errorf("invalid tolaration %q", v)
+				}
+
+				t := corev1.Toleration{}
+
+				for j := range kvs {
+					kv := strings.Split(kvs[j], "=")
+					if len(kv) == 2 {
+						switch kv[0] {
+						case "key":
+							t.Key = kv[1]
+						case "operator":
+							t.Operator = corev1.TolerationOperator(kv[1])
+						case "value":
+							t.Value = kv[1]
+						case "effect":
+							t.Effect = corev1.TaintEffect(kv[1])
+						case "tolerationSeconds":
+							c, err := strconv.Atoi(kv[1])
+							if nil != err {
+								return nil, err
+							}
+							c64 := int64(c)
+							t.TolerationSeconds = &c64
+						default:
+							return nil, errors.Errorf("invalid tolaration %q", v)
+						}
+					}
+				}
+
+				deploymentOpt.Tolerations = append(deploymentOpt.Tolerations, t)
+			}
 		case "loadbalance":
 			switch v {
 			case LoadbalanceSticky:
diff --git a/driver/kubernetes/manifest/manifest.go b/driver/kubernetes/manifest/manifest.go
index 75268247..031b4965 100644
--- a/driver/kubernetes/manifest/manifest.go
+++ b/driver/kubernetes/manifest/manifest.go
@@ -32,6 +32,7 @@ type DeploymentOpt struct {
 
 	Rootless       bool
 	NodeSelector   map[string]string
+	Tolerations    []corev1.Toleration
 	RequestsCPU    string
 	RequestsMemory string
 	LimitsCPU      string
@@ -159,6 +160,10 @@ func NewDeployment(opt *DeploymentOpt) (d *appsv1.Deployment, c []*corev1.Config
 		d.Spec.Template.Spec.NodeSelector = opt.NodeSelector
 	}
 
+	if len(opt.Tolerations) > 0 {
+		d.Spec.Template.Spec.Tolerations = opt.Tolerations
+	}
+
 	if opt.RequestsCPU != "" {
 		reqCPU, err := resource.ParseQuantity(opt.RequestsCPU)
 		if err != nil {