diff --git a/Project.toml b/Project.toml
index 40e10a481..4927ffae0 100644
--- a/Project.toml
+++ b/Project.toml
@@ -44,7 +44,7 @@ DynamicQuantities = "0.10, 0.11, 0.12, 0.13, 0.14"
 JSON3 = "1"
 LineSearches = "7"
 LossFunctions = "0.10, 0.11"
-MLJModelInterface = "~1.5, ~1.6, ~1.7, ~1.8, ~1.9, ~1.10"
+MLJModelInterface = "~1.5, ~1.6, ~1.7, ~1.8, ~1.9, ~1.10, ~1.11"
 MacroTools = "0.4, 0.5"
 Optim = "~1.8, ~1.9"
 PackageExtensionCompat = "1"