diff --git a/M/MLJModels/Compat.toml b/M/MLJModels/Compat.toml
index d5a3c4e4188ccc6..89a54426ecc37b4 100644
--- a/M/MLJModels/Compat.toml
+++ b/M/MLJModels/Compat.toml
@@ -110,7 +110,7 @@ RelocatableFolders = ["0.3", "1"]
 ["0.15.2-0"]
 PrettyPrinting = "0.3-0.4"
 
-["0.15.6-0"]
+["0.15.6-0.16"]
 MLJModelInterface = "1.4.0-1"
 
 ["0.15.9-0"]
@@ -131,6 +131,9 @@ Statistics = ["0.0.0", "1"]
 ["0.16.7-0"]
 StatsBase = "0.32-0.34"
 
+["0.17-0"]
+MLJModelInterface = "1.10.0-1"
+
 ["0.2-0.2.3"]
 MLJBase = "0.2"
 
diff --git a/M/MLJModels/Versions.toml b/M/MLJModels/Versions.toml
index 09aa54aab401591..1dfd6bb18340484 100644
--- a/M/MLJModels/Versions.toml
+++ b/M/MLJModels/Versions.toml
@@ -351,3 +351,6 @@ git-tree-sha1 = "dd99a80f39cae8b112823d279dfa08ae872b4f3e"
 
 ["0.16.17"]
 git-tree-sha1 = "410da88e0e6ece5467293d2c76b51b7c6df7d072"
+
+["0.17.0"]
+git-tree-sha1 = "cdf87efb633cb37b07559129480882d9c89d6277"