diff --git a/unsloth/models/gemma.py b/unsloth/models/gemma.py
index aa87d846b0..b105d8456e 100644
--- a/unsloth/models/gemma.py
+++ b/unsloth/models/gemma.py
@@ -70,12 +70,12 @@ class FastGemmaRotaryEmbedding(torch.nn.Module):
         # x: [bs, num_attention_heads, seq_len, head_size]
         if self.inv_freq is None:
             self.inv_freq = 1.0 / (
-                self.base ** (torch.arange(0, self.dim, 2, dtype=torch.int64, device=x.device).float() / self.dim)
+                self.base ** (torch.arange(0, self.dim, 2, dtype=torch.int64, device="cpu").float() / self.dim)
             )
 
         t = torch.arange(self.max_position_embeddings, device="cpu", dtype=torch.int64).float()
         freqs = torch.outer(t, self.inv_freq)
-        emb = torch.cat((freqs, freqs), dim=-1)
+        emb = torch.cat((freqs, freqs), dim=-1).to("cuda")
 
         # inv_freq_expanded = self.inv_freq[None, :, None].float().expand(position_ids.shape[0], -1, 1)
         # position_ids_expanded = position_ids[:, None, :].float()