diff --git a/commands/unload.go b/commands/unload.go
index 4e9ce3f4..b56b2252 100644
--- a/commands/unload.go
+++ b/commands/unload.go
@@ -12,16 +12,12 @@ func newUnloadCmd() *cobra.Command {
 	var all bool
 	var backend string
 
-	cmdArgs := "(MODEL [--backend BACKEND] | --all)"
+	cmdArgs := "(MODEL [MODEL ...] [--backend BACKEND] | --all)"
 	c := &cobra.Command{
 		Use:   "unload " + cmdArgs,
 		Short: "Unload running models",
-		RunE: func(cmd *cobra.Command, args []string) error {
-			var model string
-			if len(args) > 0 {
-				model = args[0]
-			}
-			unloadResp, err := desktopClient.Unload(desktop.UnloadRequest{All: all, Backend: backend, Model: model})
+		RunE: func(cmd *cobra.Command, models []string) error {
+			unloadResp, err := desktopClient.Unload(desktop.UnloadRequest{All: all, Backend: backend, Models: models})
 			if err != nil {
 				err = handleClientError(err, "Failed to unload models")
 				return handleNotRunningError(err)
@@ -58,9 +54,6 @@ func newUnloadCmd() *cobra.Command {
 					"See 'docker model unload --help' for more information.",
 			)
 		}
-		if len(args) > 1 {
-			return fmt.Errorf("too many arguments, expected " + cmdArgs)
-		}
 		return nil
 	}
 	c.Flags().BoolVar(&all, "all", false, "Unload all running models")
diff --git a/desktop/desktop.go b/desktop/desktop.go
index 0b9df45c..07e6e364 100644
--- a/desktop/desktop.go
+++ b/desktop/desktop.go
@@ -501,9 +501,9 @@ func (c *Client) DF() (DiskUsage, error) {
 
 // UnloadRequest to be imported from docker/model-runner when https://github.com/docker/model-runner/pull/46 is merged.
 type UnloadRequest struct {
-	All     bool   `json:"all"`
-	Backend string `json:"backend"`
-	Model   string `json:"model"`
+	All     bool     `json:"all"`
+	Backend string   `json:"backend"`
+	Models  []string `json:"models"`
 }
 
 // UnloadResponse to be imported from docker/model-runner when https://github.com/docker/model-runner/pull/46 is merged.
diff --git a/docs/reference/docker_model_unload.yaml b/docs/reference/docker_model_unload.yaml
index 589afe59..ba581bdc 100644
--- a/docs/reference/docker_model_unload.yaml
+++ b/docs/reference/docker_model_unload.yaml
@@ -1,7 +1,7 @@
 command: docker model unload
 short: Unload running models
 long: Unload running models
-usage: docker model unload (MODEL [--backend BACKEND] | --all)
+usage: docker model unload (MODEL [MODEL ...] [--backend BACKEND] | --all)
 pname: docker model
 plink: docker_model.yaml
 options: