diff --git a/M/MarginalLogDensities/Compat.toml b/M/MarginalLogDensities/Compat.toml
index 32e9e63e664dbba..864f080b6e53bdd 100644
--- a/M/MarginalLogDensities/Compat.toml
+++ b/M/MarginalLogDensities/Compat.toml
@@ -28,12 +28,17 @@ SparseConnectivityTracer = "0.5"
 julia = "1.9.0-1"
 
 ["0.3.1-0"]
-DifferentiationInterface = "0.6.13-0.6"
 Optimization = "4.0.3-4"
 OptimizationOptimJL = "0.4.1-0.4"
 SparseConnectivityTracer = "0.5-0.6"
 SparseMatrixColorings = "0.4.7-0.4"
 julia = "1.10.0-1"
 
+["0.3.1-0.3.2"]
+DifferentiationInterface = "0.6.13-0.6"
+
 ["0.3.2-0"]
 ComponentArrays = "0.15.17-0.15"
+
+["0.3.3-0"]
+DifferentiationInterface = "0.6.13-0.6.15"
diff --git a/M/MarginalLogDensities/Versions.toml b/M/MarginalLogDensities/Versions.toml
index 377173a0f114476..28142a2e7864d0e 100644
--- a/M/MarginalLogDensities/Versions.toml
+++ b/M/MarginalLogDensities/Versions.toml
@@ -9,3 +9,6 @@ git-tree-sha1 = "5b53d198887b4674ebd747775c738b8b69009ef9"
 
 ["0.3.2"]
 git-tree-sha1 = "439f70e5bff032a075bf1782f99811339ba32903"
+
+["0.3.3"]
+git-tree-sha1 = "1372aea5f243556512f13b877f6794ab763ad8bc"