diff --git a/extensions-builtin/sd_forge_ipadapter/lib_ipadapter/IPAdapterPlus.py b/extensions-builtin/sd_forge_ipadapter/lib_ipadapter/IPAdapterPlus.py
index ea7743c0..1ea65022 100644
--- a/extensions-builtin/sd_forge_ipadapter/lib_ipadapter/IPAdapterPlus.py
+++ b/extensions-builtin/sd_forge_ipadapter/lib_ipadapter/IPAdapterPlus.py
@@ -463,7 +463,7 @@ class CrossAttentionPatch:
                     ip_k = ip_k * W
                     ip_v = ip_v_offset + ip_v_mean * W
 
-            out_ip = optimized_attention(q, ip_k, ip_v, extra_options["n_heads"])           
+            out_ip = optimized_attention(q, ip_k.to(org_dtype), ip_v.to(org_dtype), extra_options["n_heads"])
             if weight_type.startswith("original"):
                 out_ip = out_ip * weight