diff --git a/modules/xpu_specific.py b/modules/xpu_specific.py
index ec1ad100a..9bb0a5615 100644
--- a/modules/xpu_specific.py
+++ b/modules/xpu_specific.py
@@ -51,3 +51,9 @@ if has_xpu:
     CondFunc('torch.bmm',
         lambda orig_func, input, mat2, out=None: orig_func(input.to(mat2.dtype), mat2, out=out),
         lambda orig_func, input, mat2, out=None: input.dtype != mat2.dtype)
+    CondFunc('torch.cat',
+        lambda orig_func, tensors, dim=0, out=None: orig_func([t.to(tensors[0].dtype) for t in tensors], dim=dim, out=out),
+        lambda orig_func, tensors, dim=0, out=None: not all(t.dtype == tensors[0].dtype for t in tensors))
+    CondFunc('torch.nn.functional.scaled_dot_product_attention',
+        lambda orig_func, query, key, value, attn_mask=None, dropout_p=0.0, is_causal=False: orig_func(query, key.to(query.dtype), value.to(query.dtype), attn_mask, dropout_p, is_causal),
+        lambda orig_func, query, key, value, attn_mask=None, dropout_p=0.0, is_causal=False: query.dtype != key.dtype or query.dtype != value.dtype)
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