diff --git a/LocalPreferences.toml b/LocalPreferences.toml
deleted file mode 100644
index b65c691..0000000
--- a/LocalPreferences.toml
+++ /dev/null
@@ -1,7 +0,0 @@
-[CUDA_Runtime_jll]
-version = "12.6"
-
-[CUDA_Driver_jll]
-# Disable forward-compat driver — V100 runners need the system driver
-# since CUDA_Driver_jll v13+ drops compute capability 7.0 support
-compat = "false"
diff --git a/Project.toml b/Project.toml
index 32cb2f2..08fe838 100644
--- a/Project.toml
+++ b/Project.toml
@@ -5,8 +5,6 @@ version = "2.2.0"
 
 [deps]
 CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
-CUDA_Driver_jll = "4ee394cb-3365-5eb0-8335-949819d2adfc"
-CUDA_Runtime_jll = "76a88914-d11a-5bdc-97e0-2f5a05c973a2"
 DiffEqBase = "2b5f629d-d688-5b77-993f-72d75c75574e"
 DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
 Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
@@ -27,8 +25,6 @@ cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd"
 [compat]
 Aqua = "0.8"
 CUDA = "5.4.2"
-CUDA_Driver_jll = "0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.10, 13"
-CUDA_Runtime_jll = "0.7, 0.8, 0.9, 0.10, 0.11, 0.12, 0.13, 0.14, 0.15, 0.16, 0.17, 0.18, 0.19, 0.20, 0.21"
 DiffEqBase = "6.151"
 Distributions = "v0.25.107"
 DocStringExtensions = "0.9.3"
diff --git a/docs/LocalPreferences.toml b/docs/LocalPreferences.toml
deleted file mode 100644
index b65c691..0000000
--- a/docs/LocalPreferences.toml
+++ /dev/null
@@ -1,7 +0,0 @@
-[CUDA_Runtime_jll]
-version = "12.6"
-
-[CUDA_Driver_jll]
-# Disable forward-compat driver — V100 runners need the system driver
-# since CUDA_Driver_jll v13+ drops compute capability 7.0 support
-compat = "false"
diff --git a/docs/Project.toml b/docs/Project.toml
index 1be90fb..570cd79 100644
--- a/docs/Project.toml
+++ b/docs/Project.toml
@@ -1,7 +1,5 @@
 [deps]
 CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
-CUDA_Driver_jll = "4ee394cb-3365-5eb0-8335-949819d2adfc"
-CUDA_Runtime_jll = "76a88914-d11a-5bdc-97e0-2f5a05c973a2"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
 HighDimPDE = "57c578d5-59d4-4db8-a490-a9fc372d19d2"
@@ -10,7 +8,7 @@ StochasticDiffEq = "789caeaf-c7a9-5a7d-9973-96adeb23e2a0"
 cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd"
 
 [compat]
-CUDA = "4, 5"
+CUDA = "5.4.2"
 Documenter = "1"
 Flux = "0.14.16, 0.15, 0.16"
 StochasticDiffEq = "6.66"