diff --git a/dreamer4/dreamer4.py b/dreamer4/dreamer4.py
index e0f8adc..a3cc903 100644
--- a/dreamer4/dreamer4.py
+++ b/dreamer4/dreamer4.py
@@ -2870,6 +2870,13 @@ class DynamicsWorldModel(Module):
 
             space_tokens = self.latents_to_spatial_tokens(noised_latents)
 
+            # maybe add view embedding
+
+            if self.video_has_multi_view:
+                space_tokens = add('b t v ... d, v d', space_tokens, self.view_emb)
+
+            # merge spatial tokens
+
             space_tokens, inverse_pack_space_per_latent = pack_one(space_tokens, 'b t * d')
 
             num_spatial_tokens = space_tokens.shape[-2]
diff --git a/pyproject.toml b/pyproject.toml
index bca30ee..8981fb6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dreamer4"
-version = "0.0.74"
+version = "0.0.75"
 description = "Dreamer 4"
 authors = [
     { name = "Phil Wang", email = "lucidrains@gmail.com" }