diff --git a/O/OptimizationOptimisers/Compat.toml b/O/OptimizationOptimisers/Compat.toml
index dc8cd5a5773d0b9..d33f8c792ef446d 100644
--- a/O/OptimizationOptimisers/Compat.toml
+++ b/O/OptimizationOptimisers/Compat.toml
@@ -22,5 +22,7 @@ Optimisers = "0.2-0.3"
 Optimization = "3.21.0-3"
 
 ["0.3-0"]
-MLUtils = "0.4.4-0.4"
 Optimization = "4"
+
+["0.3.0"]
+MLUtils = "0.4.4-0.4"
diff --git a/O/OptimizationOptimisers/Deps.toml b/O/OptimizationOptimisers/Deps.toml
index c3dfae44112bc27..25f59b2c583a46e 100644
--- a/O/OptimizationOptimisers/Deps.toml
+++ b/O/OptimizationOptimisers/Deps.toml
@@ -5,5 +5,5 @@ Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 ProgressLogging = "33c8b6b6-d38a-422a-b730-caa89a2f386c"
 Reexport = "189a3867-3050-52da-a836-e630ba90ab69"
 
-["0.3-0"]
+["0.3.0"]
 MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54"
diff --git a/O/OptimizationOptimisers/Versions.toml b/O/OptimizationOptimisers/Versions.toml
index ddb251a62ca4c9c..b405107913d2e0a 100644
--- a/O/OptimizationOptimisers/Versions.toml
+++ b/O/OptimizationOptimisers/Versions.toml
@@ -27,3 +27,6 @@ git-tree-sha1 = "6c12ab297301d706b542d8876e55bfadfe773b00"
 
 ["0.3.0"]
 git-tree-sha1 = "c4a05fbc6ce4f8218c602613b6cb5e6090a7c468"
+
+["0.3.1"]
+git-tree-sha1 = "a31320a0fc3da6e0b1166a42cd2a427cee4f0c46"
diff --git a/O/OptimizationOptimisers/WeakCompat.toml b/O/OptimizationOptimisers/WeakCompat.toml
new file mode 100644
index 000000000000000..d30787a4bd3f937
--- /dev/null
+++ b/O/OptimizationOptimisers/WeakCompat.toml
@@ -0,0 +1,3 @@
+["0.3.1-0"]
+MLDataDevices = "1.1.0-1"
+MLUtils = "0.4.4-0.4"
diff --git a/O/OptimizationOptimisers/WeakDeps.toml b/O/OptimizationOptimisers/WeakDeps.toml
new file mode 100644
index 000000000000000..5344d722379fcbf
--- /dev/null
+++ b/O/OptimizationOptimisers/WeakDeps.toml
@@ -0,0 +1,3 @@
+["0.3.1-0"]
+MLDataDevices = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40"
+MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54"