Merge nv main up to v2.10.0.dev0

Signed-off-by: wenjh <wenjh@sugon.com>

tests/pytorch/debug/test_config.py

 # Copyright (c) 2022-2025, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
 #
 # See LICENSE for license information.
-import pathlib, os
+import pathlib
 
 from nvdlfw_inspect.config_manager import ConfigManager
 

tests/pytorch/distributed/run_fsdp2_model.py

@@ -110,9 +110,9 @@ def _train(args):
         build_model_context = nullcontext
         build_model_context_args = {}
 
-        from transformer_engine.pytorch import fp8_model_init
+        from transformer_engine.pytorch import quantized_model_init
 
-        build_model_context = fp8_model_init
+        build_model_context = quantized_model_init
         build_model_context_args["enabled"] = True
 
         # Build the model with the specified context