diff --git a/ACKNOWLEDGMENTS.md b/ACKNOWLEDGMENTS.md
index 786c9042c..6e479e5a6 100644
--- a/ACKNOWLEDGMENTS.md
+++ b/ACKNOWLEDGMENTS.md
@@ -25,6 +25,11 @@ MLX was developed with contributions from the following individuals:
   <img class="dark-light" src="https://contrib.rocks/image?repo=ml-explore/mlx&anon=0&columns=20&max=100&r=true" />
 </a>
 
+# Organizations
+
+MLX has received contributions from the following companies:
+- NVIDIA Corporation & Affiliates
+
 # Third-Party Software
 
 MLX leverages several third-party software, listed here together with
diff --git a/mlx/backend/cuda/allocator.cpp b/mlx/backend/cuda/allocator.cpp
index 93bf48542..5eb10b8ac 100644
--- a/mlx/backend/cuda/allocator.cpp
+++ b/mlx/backend/cuda/allocator.cpp
@@ -30,8 +30,15 @@ SmallSizePool::SmallSizePool() {
   next_free_ = buffer_;
 
   CHECK_CUDA_ERROR(cudaMallocManaged(&data_, small_pool_size));
+#if CUDART_VERSION >= 13000
+  cudaMemLocation loc;
+  loc.type = cudaMemLocationTypeDevice;
+  loc.id = 0;
+#else
+  int loc = 0;
+#endif // CUDART_VERSION >= 13000
   CHECK_CUDA_ERROR(
-      cudaMemAdvise(data_, small_pool_size, cudaMemAdviseSetReadMostly, 0));
+      cudaMemAdvise(data_, small_pool_size, cudaMemAdviseSetReadMostly, loc));
 
   auto curr = next_free_;
   for (size_t i = 1; i < num_blocks; ++i) {
diff --git a/mlx/backend/cuda/device.cpp b/mlx/backend/cuda/device.cpp
index 371ae020c..334655ffe 100644
--- a/mlx/backend/cuda/device.cpp
+++ b/mlx/backend/cuda/device.cpp
@@ -269,7 +269,13 @@ void CommandEncoder::commit() {
   if (node_count_ > 0) {
     if (!from_nodes_.empty()) {
       CHECK_CUDA_ERROR(cudaGraphAddDependencies(
-          graph_, from_nodes_.data(), to_nodes_.data(), from_nodes_.size()));
+          graph_,
+          from_nodes_.data(),
+          to_nodes_.data(),
+#if CUDART_VERSION >= 13000
+          nullptr, // edgeData
+#endif // CUDART_VERSION >= 13000
+          from_nodes_.size()));
     }
 
     graph_key_ += ".";