diff --git a/nodes.py b/nodes.py
index 982e82f..6f36959 100644
--- a/nodes.py
+++ b/nodes.py
@@ -36,7 +36,7 @@ class temperature_patcher():
         out = torch.nn.functional.scaled_dot_product_attention(q, k, v, attn_mask=mask, dropout_p=0.0, is_causal=False, scale=scale)
 
         if should_scale(self.model_name, self.layer_name,q.size(-2)):
-            out *= math.log(q.size(-2) ** 0.5) / math.log(SD_layer_dims[self.model_name][self.layer_name] ** 0.5)
+            out *= math.log(q.size(-2)) / math.log(SD_layer_dims[self.model_name][self.layer_name])
 
         out = (
             out.transpose(1, 2).reshape(b, -1, heads * dim_head)