Update dependencies

Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com>

Author: oyilmaz-nvidia

pyproject.toml

@@ -110,7 +110,7 @@ vllm = [
     { index = "pytorch-cu130", marker = "python_version < '3.9' and platform_machine == 'x86_64'" },
     { index = "pypi", marker = "platform_machine == 'aarch64'" },
 ]
-megatron-bridge = { git = "https://github.com/NVIDIA-NeMo/Megatron-Bridge.git", rev = "859a18d001eca4423ad79e7771632d839f50fa77" }
+megatron-bridge = { git = "https://github.com/NVIDIA-NeMo/Megatron-Bridge.git", rev = "97e8dba4060ae74a110b9da6255eb0a66b016b2d" }
 nvidia-resiliency-ext = { git = "https://github.com/NVIDIA/nvidia-resiliency-ext.git", rev = "b2bb3d728a18795807d9f76c535e005a609a1b01" }
 # nemo-toolkit = { git = "https://github.com/NVIDIA/NeMo.git", rev = "main" }
 
@@ -124,6 +124,7 @@ no-build-isolation-package = [
     "causal-conv1d",
     "nv-grouped-gemm",
 ]
+
 # Always apply the build group since dependencies like TE/mcore/nemo-run require build dependencies
 # and this lets us assume they are implicitly installed with a simply `uv sync`. Ideally, we'd
 # avoid including these in the default dependency set, but for now it's required.
@@ -134,6 +135,7 @@ default-groups = ["linting", "build", "test"]
 #  --link-mode=symlink (fastest option when uv cache and venv on different file-system; caveat: venv is brittle since it depends on the environment/container)
 link-mode = "copy"
 conflicts = [[{ extra = "vllm" }, { extra = "trt-onnx" }]]
+extra-build-dependencies = { fast-hadamard-transform = ["setuptools", "torch"] }
 override-dependencies = [
     "cachetools>=5.0.0",
     "torch; sys_platform == 'never'",