diff --git a/ui/src/services/ensembler/Ensembler.js b/ui/src/services/ensembler/Ensembler.js
index cdf1cd823..10918abdc 100644
--- a/ui/src/services/ensembler/Ensembler.js
+++ b/ui/src/services/ensembler/Ensembler.js
@@ -27,6 +27,9 @@ export class Ensembler {
   toJSON() {
     switch (this.type) {
       case "docker":
+        if (this.docker_config.resource_request?.cpu_limit === "") {
+          delete this.docker_config.resource_request.cpu_limit;
+        }
         return { type: this.type, docker_config: this.docker_config };
       case "standard":
         if (this.standard_config.experiment_mappings?.length === 0) {
@@ -35,11 +38,15 @@ export class Ensembler {
         if (this.standard_config.route_name_path === "") {
           delete this.standard_config.route_name_path;
         }
+        delete this.standard_config.fallback_response_route_id;
         return { type: this.type, standard_config: this.standard_config };
       case "pyfunc":
+        if (this.pyfunc_config.resource_request?.cpu_limit === "") {
+          delete this.pyfunc_config.resource_request.cpu_limit;
+        }
         return { type: this.type, pyfunc_config: this.pyfunc_config };
       default:
-        return { ...this, nop_config: this.nop_config };
+        return undefined;
     }
   }
 }
diff --git a/ui/src/services/router/TuringRouter.js b/ui/src/services/router/TuringRouter.js
index ef1aea7bb..e7e55832d 100644
--- a/ui/src/services/router/TuringRouter.js
+++ b/ui/src/services/router/TuringRouter.js
@@ -138,25 +138,13 @@ export class TuringRouter {
       // Copy the final response route id to the top level, as the default route
       obj.config.default_route_id =
         obj.config["ensembler"].nop_config["final_response_route_id"];
-      delete obj.config["ensembler"];
     } else if (obj.config.ensembler.type === "standard") {
       // Copy the fallback response route id to the top level, as the default route
       obj.config.default_route_id =
         obj.config["ensembler"].standard_config["fallback_response_route_id"];
-      delete obj.config["ensembler"].standard_config[
-        "fallback_response_route_id"
-      ];
     } else {
       // Docker or Pyfunc ensembler, clear the default_route_id
       delete obj.config["default_route_id"];
-      if (obj.config.ensembler.type === "pyfunc") {
-        // Delete the docker config
-        delete obj.config["ensembler"].docker_config;
-      }
-      // Docker/Pyfunc ensembler CPU limit
-      if (obj.config.ensembler.resource_request?.cpu_limit === "") {
-        delete obj.config.ensembler.resource_request.cpu_limit;
-      }
     }
 
     // Outcome Logging