diff --git a/.JuliaFormatter.toml b/.JuliaFormatter.toml
index 51d6bc633..04dcd5680 100644
--- a/.JuliaFormatter.toml
+++ b/.JuliaFormatter.toml
@@ -9,15 +9,10 @@ ignore = [
     "src/mcmc/abstractmcmc.jl",
     "test/experimental/gibbs.jl",
     "test/test_utils/numerical_tests.jl",
-    # https://github.com/TuringLang/Turing.jl/pull/2218/files
+    # https://github.com/TuringLang/Turing.jl/pull/2218/files 
     "src/mcmc/Inference.jl",
     "test/mcmc/Inference.jl",
-    # https://github.com/TuringLang/Turing.jl/pull/2068
-    "src/variational/VariationalInference.jl",
-    "src/variational/advi.jl",
-    "test/variational/advi.jl",
-    "test/variational/optimisers.jl",
-    # https://github.com/TuringLang/Turing.jl/pull/1887
+    # https://github.com/TuringLang/Turing.jl/pull/1887 # Enzyme PR
     "test/mcmc/Inference.jl",
     "test/mcmc/hmc.jl",
     "test/mcmc/sghmc.jl",