diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 4936062..230ed9c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -38,12 +38,14 @@ jobs:
     strategy:
       matrix:
         stack-name: [local]
-        os: [windows-latest, ubuntu-latest, macos-latest]
+        os: [windows-latest, ubuntu-latest, macos-13]
         python-version: ["3.8", "3.9", "3.10", "3.11"]
     env:
       ZENML_DEBUG: true
       ZENML_ANALYTICS_OPT_IN: false
       ZENML_LOGGING_VERBOSITY: INFO
+      PYTORCH_MPS_HIGH_WATERMARK_RATIO: 0.0 #https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/9133
+      PYTORCH_NO_CUDA_MEMORY_CACHING: 1
     steps:
       - name: Check out repository code
         uses: actions/checkout@v3
diff --git a/template/README.md b/template/README.md
index d03002a..e0c567d 100644
--- a/template/README.md
+++ b/template/README.md
@@ -163,7 +163,7 @@ to indicate where you can add your code:
 
 ## 📜 Project Structure
 
-The project loosely follows [the recommended ZenML project structure](https://docs.zenml.io/user-guide/starter-guide/follow-best-practices):
+The project loosely follows [the recommended ZenML project structure](https://docs.zenml.io/how-to/setting-up-a-project-repository/best-practices):
 
 ```
 .
diff --git a/template/steps/promotion/{% if metric_compare_promotion %}promote_metric_compare_promoter.py{% endif %} b/template/steps/promotion/{% if metric_compare_promotion %}promote_metric_compare_promoter.py{% endif %}
index a5ef9dd..5ba624b 100644
--- a/template/steps/promotion/{% if metric_compare_promotion %}promote_metric_compare_promoter.py{% endif %}	
+++ b/template/steps/promotion/{% if metric_compare_promotion %}promote_metric_compare_promoter.py{% endif %}	
@@ -34,7 +34,7 @@ def promote_metric_compare_promoter(
     In this example, the step can be configured to use different input data.
     See the documentation for more information:
 
-        https://docs.zenml.io/user-guide/advanced-guide/configure-steps-pipelines
+        https://docs.zenml.io/how-to/build-pipelines/use-pipeline-step-parameters
 
     Args:
         latest_metrics: Recently trained model metrics results.
@@ -69,4 +69,4 @@ def promote_metric_compare_promoter(
     logger.info(
         f"Promoted current model version to {pipeline_extra['target_env']} environment"
     )
-    ### YOUR CODE ENDS HERE ###
\ No newline at end of file
+    ### YOUR CODE ENDS HERE ###
diff --git a/template/steps/tokenizer_loader/tokenizer_loader.py b/template/steps/tokenizer_loader/tokenizer_loader.py
index 9f43e30..e1d4952 100644
--- a/template/steps/tokenizer_loader/tokenizer_loader.py
+++ b/template/steps/tokenizer_loader/tokenizer_loader.py
@@ -27,7 +27,7 @@ def tokenizer_loader(
     For more information on how to configure steps in a pipeline, refer to the
     following documentation:
 
-        https://docs.zenml.io/user-guide/advanced-guide/configure-steps-pipelines
+        https://docs.zenml.io/how-to/build-pipelines/use-pipeline-step-parameters
 
     Args:
         lower_case: A boolean value indicating whether to convert the input text to
diff --git a/tests/test_template.py b/tests/test_template.py
index cfdd192..24648a1 100644
--- a/tests/test_template.py
+++ b/tests/test_template.py
@@ -28,7 +28,6 @@
 
 TEMPLATE_DIRECTORY = str(pathlib.Path.joinpath(pathlib.Path(__file__).parent.parent))
 
-
 def generate_and_run_project(
     tmp_path_factory: pytest.TempPathFactory,
     open_source_license: Optional[str] = "apache",