diff --git a/go.mod b/go.mod
index 4a944d8930..55e44f4576 100644
--- a/go.mod
+++ b/go.mod
@@ -7,7 +7,7 @@ require (
 	github.com/Microsoft/go-winio v0.6.2
 	github.com/acarl005/stripansi v0.0.0-20180116102854-5a71ef0e047d
 	github.com/buger/goterm v1.0.4
-	github.com/compose-spec/compose-go/v2 v2.2.1-0.20241007090213-a59035ad2bf4
+	github.com/compose-spec/compose-go/v2 v2.2.1-0.20241009124803-7218685580f7
 	github.com/containerd/containerd v1.7.22
 	github.com/containerd/platforms v0.2.1
 	github.com/davecgh/go-spew v1.1.1
diff --git a/go.sum b/go.sum
index ca163141a4..c95e11cbcb 100644
--- a/go.sum
+++ b/go.sum
@@ -85,8 +85,8 @@ github.com/cncf/xds/go v0.0.0-20231128003011-0fa0005c9caa h1:jQCWAUqqlij9Pgj2i/P
 github.com/cncf/xds/go v0.0.0-20231128003011-0fa0005c9caa/go.mod h1:x/1Gn8zydmfq8dk6e9PdstVsDgu9RuyIIJqAaF//0IM=
 github.com/codahale/rfc6979 v0.0.0-20141003034818-6a90f24967eb h1:EDmT6Q9Zs+SbUoc7Ik9EfrFqcylYqgPZ9ANSbTAntnE=
 github.com/codahale/rfc6979 v0.0.0-20141003034818-6a90f24967eb/go.mod h1:ZjrT6AXHbDs86ZSdt/osfBi5qfexBrKUdONk989Wnk4=
-github.com/compose-spec/compose-go/v2 v2.2.1-0.20241007090213-a59035ad2bf4 h1:2FWtPQWe/tkeGuwxk5x03luRw5pzPhPCRfzfeVw56vo=
-github.com/compose-spec/compose-go/v2 v2.2.1-0.20241007090213-a59035ad2bf4/go.mod h1:lFN0DrMxIncJGYAXTfWuajfwj5haBJqrBkarHcnjJKc=
+github.com/compose-spec/compose-go/v2 v2.2.1-0.20241009124803-7218685580f7 h1:AEhMR3gIC1HXWoM2KN9LK0P+Gm1NGWBVgflWD1BSnv4=
+github.com/compose-spec/compose-go/v2 v2.2.1-0.20241009124803-7218685580f7/go.mod h1:lFN0DrMxIncJGYAXTfWuajfwj5haBJqrBkarHcnjJKc=
 github.com/containerd/cgroups v1.1.0 h1:v8rEWFl6EoqHB+swVNjVoCJE8o3jX7e8nqBGPLaDFBM=
 github.com/containerd/cgroups v1.1.0/go.mod h1:6ppBcbh/NOOUU+dMKrykgaBnK9lCIBxHqJDGwsa1mIw=
 github.com/containerd/console v1.0.4 h1:F2g4+oChYvBTsASRTz8NP6iIAi97J3TtSAsLbIFn4ro=
diff --git a/pkg/compose/create.go b/pkg/compose/create.go
index ba624a0a8b..f35af06137 100644
--- a/pkg/compose/create.go
+++ b/pkg/compose/create.go
@@ -668,6 +668,16 @@ func getDeployResources(s types.ServiceConfig) container.Resources {
 		})
 	}
 
+	for _, gpus := range s.Gpus {
+		resources.DeviceRequests = append(resources.DeviceRequests, container.DeviceRequest{
+			Driver:       gpus.Driver,
+			Count:        int(gpus.Count),
+			DeviceIDs:    gpus.IDs,
+			Capabilities: [][]string{append(gpus.Capabilities, "gpu")},
+			Options:      gpus.Options,
+		})
+	}
+
 	ulimits := toUlimits(s.Ulimits)
 	resources.Ulimits = ulimits
 	return resources