diff --git a/Project.toml b/Project.toml
index 7ea6965d1..23d5bc1d9 100644
--- a/Project.toml
+++ b/Project.toml
@@ -44,7 +44,8 @@ MLUtils = "0.4"
 ModelingToolkit = "10"
 Mooncake = "0.4.138"
 Optim = ">= 1.4.1"
-OptimizationBase = "2"
+Optimisers = ">= 0.2.5"
+OptimizationBase = "2, 3"
 OptimizationMOI = "0.5"
 OptimizationOptimJL = "0.4"
 OptimizationOptimisers = "0.3"
@@ -52,7 +53,7 @@ OrdinaryDiffEqTsit5 = "1"
 Pkg = "1"
 Printf = "1.10"
 ProgressLogging = "0.1"
-Random = "1.10" 
+Random = "1.10"
 Reexport = "1.2"
 ReverseDiff = "1"
 SafeTestsets = "0.1"
@@ -64,7 +65,6 @@ Symbolics = "6"
 TerminalLoggers = "0.1"
 Test = "1.10"
 Tracker = "0.2"
-Optimisers = ">= 0.2.5"
 Zygote = "0.6, 0.7"
 julia = "1.10"
 
@@ -83,6 +83,7 @@ IterTools = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
 Lux = "b2108857-7c20-44ae-9111-449ecde12c47"
 MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54"
 ModelingToolkit = "961ee093-0014-501f-94e3-6117800e7a78"
+Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
 Optim = "429524aa-4258-5aef-a3af-852621145aeb"
 Optimisers = "3bd65402-5787-11e9-1adc-39752487f4e2"
 OptimizationMOI = "fd9f6733-72f4-499f-8506-86b2bdd0dea1"
@@ -100,10 +101,6 @@ Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
 Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
-Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
 
 [targets]
-test = ["Aqua", "BenchmarkTools", "Boltz", "ComponentArrays", "DiffEqFlux", "Enzyme", "FiniteDiff", "Flux", "ForwardDiff",
-    "Ipopt", "IterTools", "Lux", "MLUtils", "ModelingToolkit", "Optim", "OptimizationMOI", "OptimizationOptimJL", "OptimizationOptimisers", 
-    "OrdinaryDiffEqTsit5", "Pkg", "Random", "ReverseDiff", "SafeTestsets", "SciMLSensitivity", "SparseArrays", "SparseDiffTools",
-    "Symbolics",  "Test", "Tracker", "Zygote", "Mooncake"]
+test = ["Aqua", "BenchmarkTools", "Boltz", "ComponentArrays", "DiffEqFlux", "Enzyme", "FiniteDiff", "Flux", "ForwardDiff", "Ipopt", "IterTools", "Lux", "MLUtils", "ModelingToolkit", "Optim", "OptimizationMOI", "OptimizationOptimJL", "OptimizationOptimisers", "OrdinaryDiffEqTsit5", "Pkg", "Random", "ReverseDiff", "SafeTestsets", "SciMLSensitivity", "SparseArrays", "SparseDiffTools", "Symbolics", "Test", "Tracker", "Zygote", "Mooncake"]