skip nan lora tests on PyTorch 2.5.1 CPU.

Author: sayakpaul

tests/lora/utils.py

@@ -32,6 +32,7 @@
 from diffusers.utils.testing_utils import (
     CaptureLogger,
     floats_tensor,
+    is_torch_version,
     require_peft_backend,
     require_peft_version_greater,
     require_transformers_version_greater,
@@ -1510,6 +1511,10 @@ def test_simple_inference_with_text_denoiser_multi_adapter_weighted(self):
             )
 
     @skip_mps
+    @unittest.skipIf(
+        torch.device(torch_device).type == "cpu" and is_torch_version(">=", "2.5"),
+        "Test not supported on PyTorch 2.5 and CPU.",
+    )
     def test_lora_fuse_nan(self):
         for scheduler_cls in self.scheduler_classes:
             components, text_lora_config, denoiser_lora_config = self.get_dummy_components(scheduler_cls)