diff --git a/dump_checkpoint_keys.py b/dump_checkpoint_keys.py
index a30953ae..53e3bcb0 100644
--- a/dump_checkpoint_keys.py
+++ b/dump_checkpoint_keys.py
@@ -1,5 +1,5 @@
 #!/usr/bin/env python3
-"""Dump checkpoint key names and shapes — attention and compressor keys only."""
+"""Dump checkpoint key names and shapes."""
 import json
 from pathlib import Path
 
@@ -11,16 +11,24 @@ def main():
     if index_path.exists():
         with open(index_path) as f:
             weight_map = json.load(f).get("weight_map", {})
+        
+        # Get all unique prefixes for layer 0-3 and 59-60
         for li in [0, 1, 2, 3, 59, 60]:
             prefix = f"model.layers.{li}."
             keys = sorted(k for k in weight_map if k.startswith(prefix))
-            # Filter: show everything EXCEPT individual expert weights
-            filtered = [k for k in keys if '.experts.' not in k]
-            print(f"\n=== Layer {li} keys (non-expert) ===")
-            for k in filtered:
+            print(f"\n=== Layer {li} keys ({len(keys)} total) ===")
+            for k in keys:
                 print(f"  {k}")
+        
+        # Also show non-layer keys
+        other_keys = sorted(k for k in weight_map if not k.startswith("model.layers."))
+        print(f"\n=== Non-layer keys ===")
+        for k in other_keys:
+            print(f"  {k}")
     else:
-        print("No index file found!")
+        print("No index file found, listing directory...")
+        for f in sorted(cdir.glob("*.safetensors"))[:3]:
+            print(f"  {f.name}")
 
 if __name__ == "__main__":
     main()