diff --git a/api/containers/api.go b/api/containers/api.go
index 3a3e94fda..f5f55d2c3 100644
--- a/api/containers/api.go
+++ b/api/containers/api.go
@@ -21,6 +21,7 @@ import (
 	"io"
 
 	"github.com/compose-spec/compose-go/types"
+	specs "github.com/opencontainers/image-spec/specs-go/v1"
 
 	"github.com/docker/compose-cli/formatter"
 )
@@ -114,6 +115,8 @@ type ContainerConfig struct {
 	AutoRemove bool
 	// Healthcheck contains the command and interval of the checks
 	Healthcheck Healthcheck
+	// Platform contains the platform information
+	Platform *specs.Platform
 }
 
 // Healthcheck defines the configuration of a healthcheck
diff --git a/cli/cmd/run/run.go b/cli/cmd/run/run.go
index 8bbeef81e..c08008bc3 100644
--- a/cli/cmd/run/run.go
+++ b/cli/cmd/run/run.go
@@ -67,6 +67,10 @@ func Command(contextType string) *cobra.Command {
 		"health-retries countdown (ms|s|m|h) (default 0s)")
 	cmd.Flags().DurationVar(&opts.HealthTimeout, "health-timeout", time.Duration(0), "Maximum time to allow one check to run (ms|s|m|h) (default 0s)")
 
+	if contextType == store.LocalContextType {
+		cmd.Flags().StringVar(&opts.Platform, "platform", os.Getenv("DOCKER_DEFAULT_PLATFORM"), "Set platform if server is multi-platform capable")
+	}
+
 	if contextType == store.AciContextType {
 		cmd.Flags().StringVar(&opts.DomainName, "domainname", "", "Container NIS domain name")
 	}
diff --git a/cli/options/run/opts.go b/cli/options/run/opts.go
index bd6a8b2a0..ea95be63a 100644
--- a/cli/options/run/opts.go
+++ b/cli/options/run/opts.go
@@ -23,9 +23,11 @@ import (
 	"time"
 
 	"github.com/compose-spec/compose-go/types"
+	"github.com/containerd/containerd/platforms"
 	"github.com/docker/cli/opts"
 	"github.com/docker/docker/pkg/namesgenerator"
 	"github.com/docker/go-connections/nat"
+	specs "github.com/opencontainers/image-spec/specs-go/v1"
 
 	"github.com/docker/compose-cli/api/containers"
 	"github.com/docker/compose-cli/formatter"
@@ -51,6 +53,7 @@ type Opts struct {
 	HealthRetries          int
 	HealthStartPeriod      time.Duration
 	HealthTimeout          time.Duration
+	Platform               string
 }
 
 // RestartPolicyList all available restart policy values
@@ -86,6 +89,16 @@ func (r *Opts) ToContainerConfig(image string) (containers.ContainerConfig, erro
 		envVars = append(envVars, vars...)
 	}
 
+	var platform *specs.Platform
+
+	if r.Platform != "" {
+		p, err := platforms.Parse(r.Platform)
+		if err != nil {
+			return containers.ContainerConfig{}, err
+		}
+		platform = &p
+	}
+
 	return containers.ContainerConfig{
 		ID:                     r.Name,
 		Image:                  image,
@@ -100,6 +113,7 @@ func (r *Opts) ToContainerConfig(image string) (containers.ContainerConfig, erro
 		DomainName:             r.DomainName,
 		AutoRemove:             r.Rm,
 		Healthcheck:            r.toHealthcheck(),
+		Platform:               platform,
 	}, nil
 }
 
diff --git a/go.mod b/go.mod
index 7d2aa0b95..0fd8961ad 100644
--- a/go.mod
+++ b/go.mod
@@ -9,7 +9,7 @@ replace github.com/docker/distribution => github.com/docker/distribution v0.0.0-
 // (for buildx)
 replace github.com/containerd/containerd => github.com/containerd/containerd v1.3.1-0.20200227195959-4d242818bf55
 
-replace github.com/docker/docker => github.com/docker/docker v1.4.2-0.20200227233006-38f52c9fec82
+replace github.com/docker/docker => github.com/docker/docker v17.12.0-ce-rc1.0.20200730172259-9f28837c1d93+incompatible
 
 replace github.com/jaguilar/vt100 => github.com/tonistiigi/vt100 v0.0.0-20190402012908-ad4c4a574305
 
@@ -34,6 +34,7 @@ require (
 	github.com/buger/goterm v0.0.0-20200322175922-2f3e71b85129
 	github.com/compose-spec/compose-go v0.0.0-20201126191557-f67043ab8858
 	github.com/containerd/console v1.0.1
+	github.com/containerd/containerd v1.4.0-0
 	github.com/containerd/continuity v0.0.0-20200928162600-f2cc35102c2a // indirect
 	github.com/docker/buildx v0.4.2
 	github.com/docker/cli v0.0.0-20200528204125-dd360c7c0de8
@@ -58,6 +59,7 @@ require (
 	github.com/moby/term v0.0.0-20201110203204-bea5bbe245bf
 	github.com/morikuni/aec v1.0.0
 	github.com/opencontainers/go-digest v1.0.0
+	github.com/opencontainers/image-spec v1.0.1
 	github.com/pkg/errors v0.9.1
 	github.com/prometheus/tsdb v0.10.0
 	github.com/sanathkr/go-yaml v0.0.0-20170819195128-ed9d249f429b
diff --git a/go.sum b/go.sum
index 00faf0873..0e21da6e7 100644
--- a/go.sum
+++ b/go.sum
@@ -226,8 +226,8 @@ github.com/docker/cli v0.0.0-20200528204125-dd360c7c0de8/go.mod h1:JLrzqnKDaYBop
 github.com/docker/compose-on-kubernetes v0.4.19-0.20190128150448-356b2919c496/go.mod h1:iT2pYfi580XlpaV4KmK0T6+4/9+XoKmk/fhoDod1emE=
 github.com/docker/distribution v0.0.0-20200708230824-53e18a9d9bfe h1:pni13lAFm1g4cjHU6c3n4qGvvJGZQK4VvKRKMseQ42E=
 github.com/docker/distribution v0.0.0-20200708230824-53e18a9d9bfe/go.mod h1:Oqz4IonmMNc2N7GqfTL2xkhCQx0yS6nR+HrOZJnmKIk=
-github.com/docker/docker v1.4.2-0.20200227233006-38f52c9fec82 h1:kZwwJwYnVWtU/byBNjD9rEGWVMvwnfiKu9lFJXjrk04=
-github.com/docker/docker v1.4.2-0.20200227233006-38f52c9fec82/go.mod h1:eEKB0N0r5NX/I1kEveEz05bcu8tLC/8azJZsviup8Sk=
+github.com/docker/docker v17.12.0-ce-rc1.0.20200730172259-9f28837c1d93+incompatible h1:UcwmC9cQLDd+vVRaZ9K06KzmMBWGTqa/lpdkoIAyjt8=
+github.com/docker/docker v17.12.0-ce-rc1.0.20200730172259-9f28837c1d93+incompatible/go.mod h1:eEKB0N0r5NX/I1kEveEz05bcu8tLC/8azJZsviup8Sk=
 github.com/docker/docker-credential-helpers v0.6.0/go.mod h1:WRaJzqw3CTB9bk10avuGsjVBZsD05qeibJ1/TYlvc0Y=
 github.com/docker/docker-credential-helpers v0.6.1/go.mod h1:WRaJzqw3CTB9bk10avuGsjVBZsD05qeibJ1/TYlvc0Y=
 github.com/docker/docker-credential-helpers v0.6.3 h1:zI2p9+1NQYdnG6sMU26EX4aVGlqbInSQxQXLvzJ4RPQ=
diff --git a/local/containers.go b/local/containers.go
index 84afccb31..fa7594d2e 100644
--- a/local/containers.go
+++ b/local/containers.go
@@ -32,6 +32,7 @@ import (
 	"github.com/docker/docker/client"
 	"github.com/docker/docker/pkg/stdcopy"
 	"github.com/docker/docker/pkg/stringid"
+	specs "github.com/opencontainers/image-spec/specs-go/v1"
 	"github.com/pkg/errors"
 
 	"github.com/docker/compose-cli/api/containers"
@@ -135,15 +136,15 @@ func (cs *containerService) Run(ctx context.Context, r containers.ContainerConfi
 		},
 	}
 
-	id, err := cs.create(ctx, containerConfig, hostConfig, nil, r.ID)
+	id, err := cs.create(ctx, containerConfig, hostConfig, nil, r.Platform, r.ID)
 	if err != nil {
 		return err
 	}
 	return cs.apiClient.ContainerStart(ctx, id, types.ContainerStartOptions{})
 }
 
-func (cs *containerService) create(ctx context.Context, containerConfig *container.Config, hostConfig *container.HostConfig, networkingConfig *network.NetworkingConfig, name string) (string, error) {
-	created, err := cs.apiClient.ContainerCreate(ctx, containerConfig, hostConfig, networkingConfig, name)
+func (cs *containerService) create(ctx context.Context, containerConfig *container.Config, hostConfig *container.HostConfig, networkingConfig *network.NetworkingConfig, platform *specs.Platform, name string) (string, error) {
+	created, err := cs.apiClient.ContainerCreate(ctx, containerConfig, hostConfig, networkingConfig, platform, name)
 
 	if err != nil {
 		if client.IsErrNotFound(err) {
@@ -163,7 +164,7 @@ func (cs *containerService) create(ctx context.Context, containerConfig *contain
 			if err = io.Close(); err != nil {
 				return "", err
 			}
-			created, err = cs.apiClient.ContainerCreate(ctx, containerConfig, hostConfig, networkingConfig, name)
+			created, err = cs.apiClient.ContainerCreate(ctx, containerConfig, hostConfig, networkingConfig, platform, name)
 			if err != nil {
 				return "", err
 			}
diff --git a/local/convergence.go b/local/convergence.go
index 94c768df7..f692f6d58 100644
--- a/local/convergence.go
+++ b/local/convergence.go
@@ -235,7 +235,7 @@ func (s *composeService) runContainer(ctx context.Context, project *types.Projec
 	if err != nil {
 		return err
 	}
-	created, err := s.apiClient.ContainerCreate(ctx, containerConfig, hostConfig, networkingConfig, name)
+	created, err := s.apiClient.ContainerCreate(ctx, containerConfig, hostConfig, networkingConfig, nil, name)
 	if err != nil {
 		return err
 	}
diff --git a/protos/containers/v1/containers.pb.go b/protos/containers/v1/containers.pb.go
index fa6127aea..2a34bde3d 100644
--- a/protos/containers/v1/containers.pb.go
+++ b/protos/containers/v1/containers.pb.go
@@ -883,6 +883,7 @@ type RunRequest struct {
 	Environment            []string          `protobuf:"bytes,10,rep,name=environment,proto3" json:"environment,omitempty"`
 	AutoRemove             bool              `protobuf:"varint,11,opt,name=auto_remove,json=autoRemove,proto3" json:"auto_remove,omitempty"`
 	Healthcheck            *Healthcheck      `protobuf:"bytes,12,opt,name=healthcheck,proto3" json:"healthcheck,omitempty"`
+	Platform               string            `protobuf:"bytes,13,opt,name=platform,proto3" json:"platform,omitempty"`
 }
 
 func (x *RunRequest) Reset() {
@@ -1001,6 +1002,13 @@ func (x *RunRequest) GetHealthcheck() *Healthcheck {
 	return nil
 }
 
+func (x *RunRequest) GetPlatform() string {
+	if x != nil {
+		return x.Platform
+	}
+	return ""
+}
+
 type RunResponse struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -1462,7 +1470,7 @@ var file_protos_containers_v1_containers_proto_rawDesc = []byte{
 	0x64, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x02, 0x69, 0x64, 0x12, 0x16, 0x0a, 0x06, 0x73,
 	0x69, 0x67, 0x6e, 0x61, 0x6c, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x06, 0x73, 0x69, 0x67,
 	0x6e, 0x61, 0x6c, 0x22, 0x0e, 0x0a, 0x0c, 0x4b, 0x69, 0x6c, 0x6c, 0x52, 0x65, 0x73, 0x70, 0x6f,
-	0x6e, 0x73, 0x65, 0x22, 0xc8, 0x04, 0x0a, 0x0a, 0x52, 0x75, 0x6e, 0x52, 0x65, 0x71, 0x75, 0x65,
+	0x6e, 0x73, 0x65, 0x22, 0xe4, 0x04, 0x0a, 0x0a, 0x52, 0x75, 0x6e, 0x52, 0x65, 0x71, 0x75, 0x65,
 	0x73, 0x74, 0x12, 0x0e, 0x0a, 0x02, 0x69, 0x64, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x02,
 	0x69, 0x64, 0x12, 0x14, 0x0a, 0x05, 0x69, 0x6d, 0x61, 0x67, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28,
 	0x09, 0x52, 0x05, 0x69, 0x6d, 0x61, 0x67, 0x65, 0x12, 0x3f, 0x0a, 0x05, 0x70, 0x6f, 0x72, 0x74,
@@ -1495,105 +1503,107 @@ var file_protos_containers_v1_containers_proto_rawDesc = []byte{
 	0x72, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x73, 0x2e, 0x63, 0x6f, 0x6e,
 	0x74, 0x61, 0x69, 0x6e, 0x65, 0x72, 0x73, 0x2e, 0x76, 0x31, 0x2e, 0x48, 0x65, 0x61, 0x6c, 0x74,
 	0x68, 0x63, 0x68, 0x65, 0x63, 0x6b, 0x52, 0x0b, 0x68, 0x65, 0x61, 0x6c, 0x74, 0x68, 0x63, 0x68,
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+	0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (
diff --git a/protos/containers/v1/containers.proto b/protos/containers/v1/containers.proto
index fcaf60f09..647b58b3b 100644
--- a/protos/containers/v1/containers.proto
+++ b/protos/containers/v1/containers.proto
@@ -121,6 +121,7 @@ message RunRequest {
 	repeated string environment = 10;
 	bool auto_remove = 11;
 	Healthcheck  healthcheck = 12;
+	string platform = 13;
 }
 
 message RunResponse {
diff --git a/server/proxy/containers.go b/server/proxy/containers.go
index a7c5fd685..03ed13867 100644
--- a/server/proxy/containers.go
+++ b/server/proxy/containers.go
@@ -21,6 +21,8 @@ import (
 	"errors"
 
 	"github.com/compose-spec/compose-go/types"
+	"github.com/containerd/containerd/platforms"
+	specs "github.com/opencontainers/image-spec/specs-go/v1"
 
 	"github.com/docker/compose-cli/api/containers"
 	"github.com/docker/compose-cli/formatter"
@@ -73,7 +75,11 @@ func (p *proxy) Kill(ctx context.Context, request *containersv1.KillRequest) (*c
 }
 
 func (p *proxy) Run(ctx context.Context, request *containersv1.RunRequest) (*containersv1.RunResponse, error) {
-	return &containersv1.RunResponse{}, Client(ctx).ContainerService().Run(ctx, grpcContainerToContainerConfig(request))
+	containerConfig, err := grpcContainerToContainerConfig(request)
+	if err != nil {
+		return nil, err
+	}
+	return &containersv1.RunResponse{}, Client(ctx).ContainerService().Run(ctx, containerConfig)
 }
 
 func (p *proxy) Inspect(ctx context.Context, request *containersv1.InspectRequest) (*containersv1.InspectResponse, error) {
@@ -151,7 +157,7 @@ func toGrpcContainer(c containers.Container) *containersv1.Container {
 	}
 }
 
-func grpcContainerToContainerConfig(request *containersv1.RunRequest) containers.ContainerConfig {
+func grpcContainerToContainerConfig(request *containersv1.RunRequest) (containers.ContainerConfig, error) {
 	var ports []containers.Port
 	for _, p := range request.GetPorts() {
 		ports = append(ports, containers.Port{
@@ -162,6 +168,16 @@ func grpcContainerToContainerConfig(request *containersv1.RunRequest) containers
 		})
 	}
 
+	var platform *specs.Platform
+
+	if request.Platform != "" {
+		p, err := platforms.Parse(request.Platform)
+		if err != nil {
+			return containers.ContainerConfig{}, err
+		}
+		platform = &p
+	}
+
 	return containers.ContainerConfig{
 		ID:                     request.GetId(),
 		Image:                  request.GetImage(),
@@ -179,5 +195,6 @@ func grpcContainerToContainerConfig(request *containersv1.RunRequest) containers
 			Test:     request.GetHealthcheck().GetTest(),
 			Interval: types.Duration(request.GetHealthcheck().GetInterval()),
 		},
-	}
+		Platform: platform,
+	}, nil
 }
diff --git a/server/proxy/containers_test.go b/server/proxy/containers_test.go
index e738523f8..3389c32b1 100644
--- a/server/proxy/containers_test.go
+++ b/server/proxy/containers_test.go
@@ -49,7 +49,8 @@ func TestGrpcContainerToContainerConfig(t *testing.T) {
 		Environment: []string{"PROTOVAR=VALUE"},
 	}
 
-	cc := grpcContainerToContainerConfig(r)
+	cc, err := grpcContainerToContainerConfig(r)
+	assert.NilError(t, err)
 	assert.Equal(t, cc.ID, "myId")
 	assert.Equal(t, cc.Image, "myImage")
 	assert.Equal(t, cc.MemLimit, formatter.MemBytes(41))