diff --git a/gnm/shape/README.md b/gnm/shape/README.md
index 5be569e4..541ed4b7 100644
--- a/gnm/shape/README.md
+++ b/gnm/shape/README.md
@@ -74,7 +74,7 @@ cd gnm/gnm/shape
 ```
 
 *   **Core (NumPy + Tensorflow only):**
-    
+
     ```bash
     pip install -e .
     ```
@@ -90,7 +90,7 @@ cd gnm/gnm/shape
     ```bash
     pip install -e ".[pytorch]"
     ```
-    
+
 *   **All supported frameworks and development tools:**
 
     ```bash
diff --git a/gnm/shape/assets/readme/xr_blocks_demo.gif b/gnm/shape/assets/readme/xr_blocks_demo.gif
index 3eab9e5e..c14e40b2 100644
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diff --git a/gnm/shape/data/versions/v3_0/gnm_head.npz b/gnm/shape/data/versions/v3_0/gnm_head.npz
index 67d3f158..f201fbb7 100644
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