diff --git a/src/h3_blackwell_runtime/qwen3vl_vision.py b/src/h3_blackwell_runtime/qwen3vl_vision.py
index 0887a85..635e180 100644
--- a/src/h3_blackwell_runtime/qwen3vl_vision.py
+++ b/src/h3_blackwell_runtime/qwen3vl_vision.py
@@ -681,7 +681,7 @@ class Qwen3VL32BVision(nn.Module):
         C = int(x.shape[-1])
         merge = 2
         target = (t, h // merge, merge, w // merge, merge, C)
-        return x.view(target).permute(0, 1, 3, 2, 4, 5).reshape(-1, C // (merge * merge))
+        return x.view(target).permute(0, 1, 3, 2, 4, 5).reshape(-1, C * merge * merge)
 
     def forward(self, flatten_patches: torch.Tensor, grid_thw: torch.Tensor) -> tuple[torch.Tensor, list[torch.Tensor]]:
         """Run the visual tower -> (merged, deepstack)."""