diff --git a/docs/pages/example_workflows/locomanipulation/step_4_policy_training.rst b/docs/pages/example_workflows/locomanipulation/step_4_policy_training.rst
index 3999c24ae..f3c04cbfd 100644
--- a/docs/pages/example_workflows/locomanipulation/step_4_policy_training.rst
+++ b/docs/pages/example_workflows/locomanipulation/step_4_policy_training.rst
@@ -139,8 +139,7 @@ To post-train the policy, run the following command
    --tune_visual \
    --tune_projector \
    --tune_diffusion_model \
-   --dataloader_num_workers=16 \
-   --use-wandb \
+   --dataloader_num_workers=8 \
    --color_jitter_params brightness 0.3 contrast 0.4 saturation 0.5 hue 0.08 \
    --embodiment_tag=NEW_EMBODIMENT
 
diff --git a/docs/pages/example_workflows/sequential_static_manipulation/step_4_policy_training.rst b/docs/pages/example_workflows/sequential_static_manipulation/step_4_policy_training.rst
index ce9364dae..31cbcbadb 100644
--- a/docs/pages/example_workflows/sequential_static_manipulation/step_4_policy_training.rst
+++ b/docs/pages/example_workflows/sequential_static_manipulation/step_4_policy_training.rst
@@ -156,8 +156,7 @@ We provide two post-training options:
          --tune_visual \
          --tune_projector \
          --tune_diffusion_model \
-         --dataloader_num_workers=16 \
-         --use-wandb \
+         --dataloader_num_workers=8 \
          --embodiment_tag=GR1 \
          --color_jitter_params brightness 0.3 contrast 0.4 saturation 0.5 hue 0.08
 
@@ -192,8 +191,7 @@ We provide two post-training options:
          --tune_visual \
          --tune_projector \
          --tune_diffusion_model \
-         --dataloader_num_workers=16 \
-         --use-wandb \
+         --dataloader_num_workers=8 \
          --embodiment_tag=GR1 \
          --color_jitter_params brightness 0.3 contrast 0.4 saturation 0.5 hue 0.08 \
          --save_total_limit=5
diff --git a/docs/pages/example_workflows/static_manipulation/step_4_policy_training.rst b/docs/pages/example_workflows/static_manipulation/step_4_policy_training.rst
index bff9f3140..53f6c02fa 100644
--- a/docs/pages/example_workflows/static_manipulation/step_4_policy_training.rst
+++ b/docs/pages/example_workflows/static_manipulation/step_4_policy_training.rst
@@ -149,9 +149,7 @@ We provide two post-training options:
          --tune_visual \
          --tune_projector \
          --tune_diffusion_model \
-         --no-resume \
-         --dataloader_num_workers=16 \
-         --use-wandb \
+         --dataloader_num_workers=8 \
          --embodiment_tag=GR1 \
          --color_jitter_params brightness 0.3 contrast 0.4 saturation 0.5 hue 0.08
 
@@ -186,8 +184,7 @@ We provide two post-training options:
          --tune_visual \
          --tune_projector \
          --tune_diffusion_model \
-         --dataloader_num_workers=16 \
-         --use-wandb \
+         --dataloader_num_workers=8 \
          --embodiment_tag=GR1 \
          --color_jitter_params brightness 0.3 contrast 0.4 saturation 0.5 hue 0.08 \
          --save_total_limit=5