diff --git a/examples/FedSimSiam/client/python_env.yaml b/examples/FedSimSiam/client/python_env.yaml
index 82aba8729..9c084dbcb 100644
--- a/examples/FedSimSiam/client/python_env.yaml
+++ b/examples/FedSimSiam/client/python_env.yaml
@@ -4,6 +4,11 @@ build_dependencies:
   - setuptools
   - wheel==0.37.1
 dependencies:
-  - torch==2.2.0
-  - torchvision==0.17.0
-  - fedn==0.9.0
+  - torch==2.4.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  # PyTorch macOS x86 builds deprecation
+  - torch==2.2.2; sys_platform == "darwin" and platform_machine == "x86_64"
+  - torchvision==0.19.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  - torchvision==0.17.2; sys_platform == "darwin" and platform_machine == "x86_64"
+  - numpy==2.0.2; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  - numpy==1.26.4; sys_platform == "darwin" and platform_machine == "x86_64"
+  - fedn
diff --git a/examples/flower-client/client/python_env.yaml b/examples/flower-client/client/python_env.yaml
index 984a2e96d..02e024a07 100644
--- a/examples/flower-client/client/python_env.yaml
+++ b/examples/flower-client/client/python_env.yaml
@@ -4,8 +4,13 @@ build_dependencies:
   - setuptools
   - wheel==0.37.1
 dependencies:
-  - torch==2.2.1
-  - torchvision==0.17.1
+  - fedn[flower]
+  - torch==2.4.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  # PyTorch macOS x86 builds deprecation
+  - torch==2.2.2; sys_platform == "darwin" and platform_machine == "x86_64"
+  - torchvision==0.19.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  - torchvision==0.17.2; sys_platform == "darwin" and platform_machine == "x86_64"
+  - numpy==2.0.2; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  - numpy==1.26.4; sys_platform == "darwin" and platform_machine == "x86_64"
   - fire==0.3.1
-  - fedn[flower]==0.9.0
   - flwr-datasets[vision]==0.1.0
\ No newline at end of file
diff --git a/examples/huggingface/client/python_env.yaml b/examples/huggingface/client/python_env.yaml
index 188b4bb12..f57851f35 100644
--- a/examples/huggingface/client/python_env.yaml
+++ b/examples/huggingface/client/python_env.yaml
@@ -4,9 +4,13 @@ build_dependencies:
   - setuptools
   - wheel
 dependencies:
-  - numpy==2.0.2 
-  - torch==2.4.1
-  - torchvision==0.19.1
+  - torch==2.4.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  # PyTorch macOS x86 builds deprecation
+  - torch==2.2.2; sys_platform == "darwin" and platform_machine == "x86_64"
+  - torchvision==0.19.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  - torchvision==0.17.2; sys_platform == "darwin" and platform_machine == "x86_64"
+  - numpy==2.0.2; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  - numpy==1.26.4; sys_platform == "darwin" and platform_machine == "x86_64"
   - transformers
   - datasets
   - fedn
diff --git a/examples/mnist-pytorch/client/python_env.yaml b/examples/mnist-pytorch/client/python_env.yaml
index f43d2353d..7a5fd853f 100644
--- a/examples/mnist-pytorch/client/python_env.yaml
+++ b/examples/mnist-pytorch/client/python_env.yaml
@@ -4,6 +4,11 @@ build_dependencies:
   - setuptools
   - wheel
 dependencies:
-  - torch
-  - torchvision
   - fedn
+  - torch==2.4.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  # PyTorch macOS x86 builds deprecation
+  - torch==2.2.2; sys_platform == "darwin" and platform_machine == "x86_64"
+  - torchvision==0.19.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  - torchvision==0.17.2; sys_platform == "darwin" and platform_machine == "x86_64"
+  - numpy==2.0.2; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  - numpy==1.26.4; sys_platform == "darwin" and platform_machine == "x86_64"
diff --git a/examples/monai-2D-mednist/client/python_env.yaml b/examples/monai-2D-mednist/client/python_env.yaml
index ec39b5084..02316dbb0 100644
--- a/examples/monai-2D-mednist/client/python_env.yaml
+++ b/examples/monai-2D-mednist/client/python_env.yaml
@@ -4,9 +4,13 @@ build_dependencies:
   - setuptools
   - wheel
 dependencies:
-  - torch==2.2.1
-  - torchvision==0.17.1
   - fedn
+  - torch==2.4.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  # PyTorch macOS x86 builds deprecation
+  - torch==2.2.2; sys_platform == "darwin" and platform_machine == "x86_64"
+  - torchvision==0.19.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  - torchvision==0.17.2; sys_platform == "darwin" and platform_machine == "x86_64"
+  - numpy==2.0.2; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win" or sys_platform == "linux")
+  - numpy==1.26.4; sys_platform == "darwin" and platform_machine == "x86_64"
   - monai-weekly[pillow, tqdm]
-  - numpy==1.26.4
   - scikit-learn