diff --git a/Project.toml b/Project.toml
index 5caf1ff9a7..f947b13d7e 100644
--- a/Project.toml
+++ b/Project.toml
@@ -121,5 +121,5 @@ StaticArraysCore = "1.4.3"
 Statistics = "1.10"
 Tracker = "0.2.37"
 WeightInitializers = "1"
-Zygote = "0.6.70"
+Zygote = "0.6.70, 0.7"
 julia = "1.10"
diff --git a/docs/Project.toml b/docs/Project.toml
index e252fcf933..f009caf300 100644
--- a/docs/Project.toml
+++ b/docs/Project.toml
@@ -60,7 +60,7 @@ Reactant = "0.2.11"
 StableRNGs = "1"
 StaticArrays = "1"
 WeightInitializers = "1"
-Zygote = "0.6.70"
+Zygote = "0.6.70, 0.7"
 julia = "1.10"
 
 [sources]
diff --git a/examples/Basics/Project.toml b/examples/Basics/Project.toml
index 2abe510aa1..dc380c9868 100644
--- a/examples/Basics/Project.toml
+++ b/examples/Basics/Project.toml
@@ -12,4 +12,4 @@ ComponentArrays = "0.15.18"
 ForwardDiff = "0.10"
 Lux = "1"
 Optimisers = "0.4.1"
-Zygote = "0.6"
+Zygote = "0.6.70, 0.7"
diff --git a/examples/BayesianNN/Project.toml b/examples/BayesianNN/Project.toml
index 7beb286cc5..1ab7545e7b 100644
--- a/examples/BayesianNN/Project.toml
+++ b/examples/BayesianNN/Project.toml
@@ -16,4 +16,4 @@ Lux = "1.2"
 Random = "1"
 Tracker = "0.2.37"
 Turing = "0.34, 0.35"
-Zygote = "0.6.69"
+Zygote = "0.6.69, 0.7"
diff --git a/examples/CIFAR10/Project.toml b/examples/CIFAR10/Project.toml
index bdbea58d8d..33077f5440 100644
--- a/examples/CIFAR10/Project.toml
+++ b/examples/CIFAR10/Project.toml
@@ -42,4 +42,4 @@ Random = "1.10"
 Reactant = "0.2.12"
 StableRNGs = "1.0.2"
 Statistics = "1.10"
-Zygote = "0.6.70"
+Zygote = "0.6.70, 0.7"
diff --git a/examples/DDIM/Project.toml b/examples/DDIM/Project.toml
index 743d7fc1da..822efc8723 100644
--- a/examples/DDIM/Project.toml
+++ b/examples/DDIM/Project.toml
@@ -44,4 +44,4 @@ Setfield = "1"
 StableRNGs = "1.0.2"
 Statistics = "1.10"
 TensorBoardLogger = "0.1"
-Zygote = "0.6"
+Zygote = "0.6.70, 0.7"
diff --git a/examples/HyperNet/Project.toml b/examples/HyperNet/Project.toml
index 0e56fe62db..b6ca683ea7 100644
--- a/examples/HyperNet/Project.toml
+++ b/examples/HyperNet/Project.toml
@@ -18,4 +18,4 @@ MLDatasets = "0.7"
 MLUtils = "0.4"
 OneHotArrays = "0.2.5"
 Optimisers = "0.4.1"
-Zygote = "0.6"
+Zygote = "0.6.70, 0.7"
diff --git a/examples/ImageNet/Project.toml b/examples/ImageNet/Project.toml
index 7f91b02db7..1e06b00428 100644
--- a/examples/ImageNet/Project.toml
+++ b/examples/ImageNet/Project.toml
@@ -42,4 +42,4 @@ Optimisers = "0.4.1"
 ParameterSchedulers = "0.4.2"
 Random = "1.10"
 Setfield = "1.1.1"
-Zygote = "0.6.70"
+Zygote = "0.6.70, 0.7"
diff --git a/examples/NeuralODE/Project.toml b/examples/NeuralODE/Project.toml
index a292da633d..7b1a9e5953 100644
--- a/examples/NeuralODE/Project.toml
+++ b/examples/NeuralODE/Project.toml
@@ -25,4 +25,4 @@ Optimisers = "0.4.1"
 OrdinaryDiffEqTsit5 = "1"
 SciMLSensitivity = "7.63"
 Statistics = "1"
-Zygote = "0.6"
+Zygote = "0.6.70, 0.7"
diff --git a/examples/SimpleChains/Project.toml b/examples/SimpleChains/Project.toml
index 0045a3d0c8..d523404f68 100644
--- a/examples/SimpleChains/Project.toml
+++ b/examples/SimpleChains/Project.toml
@@ -20,4 +20,4 @@ OneHotArrays = "0.2.5"
 Optimisers = "0.4.1"
 Random = "1"
 SimpleChains = "0.4.6"
-Zygote = "0.6.69"
+Zygote = "0.6.69, 0.7"
diff --git a/lib/LuxLib/test/Project.toml b/lib/LuxLib/test/Project.toml
index e751a25abd..2b32277da2 100644
--- a/lib/LuxLib/test/Project.toml
+++ b/lib/LuxLib/test/Project.toml
@@ -62,4 +62,4 @@ StaticArrays = "1.9.7"
 Statistics = "1.10"
 Test = "1.10"
 Tracker = "0.2.36"
-Zygote = "0.6.70"
+Zygote = "0.6.70, 0.7"
diff --git a/lib/LuxTestUtils/Project.toml b/lib/LuxTestUtils/Project.toml
index 38efdd71c0..4693af1d4a 100644
--- a/lib/LuxTestUtils/Project.toml
+++ b/lib/LuxTestUtils/Project.toml
@@ -1,7 +1,7 @@
 name = "LuxTestUtils"
 uuid = "ac9de150-d08f-4546-94fb-7472b5760531"
 authors = ["Avik Pal <avikpal@mit.edu>"]
-version = "1.7.0"
+version = "1.7.1"
 
 [deps]
 ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
@@ -40,5 +40,5 @@ Optimisers = "0.3.4, 0.4"
 ReverseDiff = "1.15.3"
 Test = "1.10"
 Tracker = "0.2.36"
-Zygote = "0.6.70"
+Zygote = "0.6.70, 0.7"
 julia = "1.10"
diff --git a/lib/MLDataDevices/test/Project.toml b/lib/MLDataDevices/test/Project.toml
index e1e1f1e10c..0dc254cfcb 100644
--- a/lib/MLDataDevices/test/Project.toml
+++ b/lib/MLDataDevices/test/Project.toml
@@ -40,4 +40,4 @@ SafeTestsets = "0.1"
 SparseArrays = "1.10"
 Test = "1.10"
 Tracker = "0.2.36"
-Zygote = "0.6.69"
+Zygote = "0.6.69, 0.7"
diff --git a/test/Project.toml b/test/Project.toml
index 7f9cb93e5c..0fb8608b86 100644
--- a/test/Project.toml
+++ b/test/Project.toml
@@ -80,4 +80,4 @@ StaticArrays = "1.9"
 Statistics = "1.10"
 Test = "1.10"
 Tracker = "0.2.37"
-Zygote = "0.6.70"
+Zygote = "0.6.70, 0.7"