diff --git a/Project.toml b/Project.toml
index 3047079..84c7154 100644
--- a/Project.toml
+++ b/Project.toml
@@ -29,5 +29,5 @@ StatsBase = "0.33, 0.34"
 StatsModels = "0.6.28, 0.7"
 TableOperations = "1.2"
 Tables = "1.6"
-Turing = "0.20 - 0.27, 0.28, 0.29"
+Turing = "0.20 - 0.27, 0.28, 0.29, 0.30"
 julia = "1"
diff --git a/test/ad_backends.jl b/test/ad_backends.jl
index f0dc11d..243d9a4 100644
--- a/test/ad_backends.jl
+++ b/test/ad_backends.jl
@@ -5,30 +5,24 @@
     m = turing_model(f, cheese)
     # only running 2 samples to test if the different ADs runs
     @timed_testset "ForwardDiff" begin
-        Turing.setadbackend(:forwarddiff)
-        chn = sample(m, NUTS(), 2)
+        chn = sample(m, NUTS(; adtype=AutoForwardDiff(; chunksize=8)), 2)
         @test chn isa Chains
     end
     # TODO: fix Tracker tests
     # @timed_testset "Tracker" begin
     #     using Tracker
-    #     Turing.setadbackend(:tracker)
-    #     chn = sample(m, NUTS(), 2)
+    #     chn = sample(m, NUTS(; adtype=AutoTracker()), 2)
     #     @test chn isa Chains
     # end
     # TODO: fix Zygote tests
     # @timed_testset "Zygote" begin
     #     using Zygote
-    #     Turing.setadbackend(:zygote)
-    #     chn = sample(m, NUTS(), 2)
+    #     chn = sample(m, NUTS(; adtype=AutoZygote()), 2)
     #     @test chn isa Chains
     # end
     @timed_testset "ReverseDiff" begin
         using ReverseDiff
-        Turing.setadbackend(:reversediff)
-        chn = sample(m, NUTS(), 2)
+        chn = sample(m, NUTS(; adtype=AutoReverseDiff(; compile=true)), 2)
         @test chn isa Chains
     end
-    # go back to defaults
-    Turing.setadbackend(:forwarddiff)
 end