diff --git a/ci/build_docs.sh b/ci/build_docs.sh
index 01c573c96ca..2d7e90da8d0 100755
--- a/ci/build_docs.sh
+++ b/ci/build_docs.sh
@@ -48,7 +48,7 @@ rapids-mamba-retry install \
   "libcugraph_etl=${RAPIDS_VERSION_MAJOR_MINOR}.*" \
   "pylibcugraphops=${RAPIDS_VERSION_MAJOR_MINOR}.*" \
   "pylibwholegraph=${RAPIDS_VERSION_MAJOR_MINOR}.*" \
-  "pytorch>=2.3,<2.4" \
+  'pytorch>=2.3' \
   "cuda-version=${CONDA_CUDA_VERSION}"
 
 export RAPIDS_DOCS_DIR="$(mktemp -d)"
diff --git a/ci/test_python.sh b/ci/test_python.sh
index 29b4c7be190..ec9e5763232 100755
--- a/ci/test_python.sh
+++ b/ci/test_python.sh
@@ -160,7 +160,7 @@ if [[ "${RAPIDS_CUDA_VERSION}" == "11.8.0" ]]; then
       "pylibcugraphops=${RAPIDS_VERSION_MAJOR_MINOR}.*" \
       "cugraph=${RAPIDS_VERSION_MAJOR_MINOR}.*" \
       "cugraph-dgl=${RAPIDS_VERSION_MAJOR_MINOR}.*" \
-      'pytorch>=2.3,<2.4' \
+      'pytorch>=2.3' \
       'cuda-version=11.8'
 
     rapids-print-env
@@ -210,7 +210,7 @@ if [[ "${RAPIDS_CUDA_VERSION}" == "11.8.0" ]]; then
       --channel "${CPP_CHANNEL}" \
       --channel "${PYTHON_CHANNEL}" \
       "cugraph-pyg=${RAPIDS_VERSION_MAJOR_MINOR}.*" \
-      "pytorch>=2.3,<2.4" \
+      'pytorch>=2.3' \
       "ogb"
 
     rapids-print-env
diff --git a/conda/environments/all_cuda-118_arch-x86_64.yaml b/conda/environments/all_cuda-118_arch-x86_64.yaml
index ec3f61d383f..aa1e1f55019 100644
--- a/conda/environments/all_cuda-118_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-118_arch-x86_64.yaml
@@ -56,7 +56,7 @@ dependencies:
 - pytest-mpl
 - pytest-xdist
 - python-louvain
-- pytorch>=2.3,<2.4.0a0
+- pytorch>=2.3
 - raft-dask==24.12.*,>=0.0.0a0
 - rapids-build-backend>=0.3.1,<0.4.0.dev0
 - rapids-dask-dependency==24.12.*,>=0.0.0a0
diff --git a/conda/environments/all_cuda-125_arch-x86_64.yaml b/conda/environments/all_cuda-125_arch-x86_64.yaml
index ff42bbbc365..8d739fede0d 100644
--- a/conda/environments/all_cuda-125_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-125_arch-x86_64.yaml
@@ -61,7 +61,7 @@ dependencies:
 - pytest-mpl
 - pytest-xdist
 - python-louvain
-- pytorch>=2.3,<2.4.0a0
+- pytorch>=2.3
 - raft-dask==24.12.*,>=0.0.0a0
 - rapids-build-backend>=0.3.1,<0.4.0.dev0
 - rapids-dask-dependency==24.12.*,>=0.0.0a0
diff --git a/conda/recipes/cugraph-dgl/meta.yaml b/conda/recipes/cugraph-dgl/meta.yaml
index 0383fc8adf8..ed449b5982a 100644
--- a/conda/recipes/cugraph-dgl/meta.yaml
+++ b/conda/recipes/cugraph-dgl/meta.yaml
@@ -31,7 +31,7 @@ requirements:
     - pylibcugraphops ={{ minor_version }}
     - tensordict >=0.1.2
     - python
-    - pytorch >=2.3,<2.4.0a0
+    - pytorch >=2.3
     - cupy >=12.0.0
 
 tests:
diff --git a/conda/recipes/cugraph-pyg/meta.yaml b/conda/recipes/cugraph-pyg/meta.yaml
index 7d3e503e23a..b44614baa9f 100644
--- a/conda/recipes/cugraph-pyg/meta.yaml
+++ b/conda/recipes/cugraph-pyg/meta.yaml
@@ -31,7 +31,7 @@ requirements:
     - numba >=0.57
     - numpy >=1.23,<3.0a0
     - python
-    - pytorch >=2.3,<2.4.0a0
+    - pytorch >=2.3
     - cupy >=12.0.0
     - cugraph ={{ version }}
     - pylibcugraphops ={{ minor_version }}
diff --git a/dependencies.yaml b/dependencies.yaml
index a4143ff90c9..145b179beb2 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -694,9 +694,7 @@ dependencies:
       - output_types: [conda]
         packages:
           - *cugraph_unsuffixed
-          # ceiling could be removed when this is fixed:
-          # https://github.com/conda-forge/pytorch-cpu-feedstock/issues/254
-          - &pytorch_conda pytorch>=2.3,<2.4.0a0
+          - &pytorch_conda pytorch>=2.3
           - pytorch-cuda==11.8
           - &tensordict tensordict>=0.1.2
           - dgl>=2.4.0.cu*
@@ -734,7 +732,7 @@ dependencies:
         matrices:
           - matrix: {cuda: "12.*"}
             packages:
-              - &pytorch_pip torch>=2.3,<2.4.0a0
+              - &pytorch_pip torch>=2.3
               - *tensordict
           - matrix: {cuda: "11.*"}
             packages:
diff --git a/python/cugraph-dgl/conda/cugraph_dgl_dev_cuda-118.yaml b/python/cugraph-dgl/conda/cugraph_dgl_dev_cuda-118.yaml
index 174012b8f8c..85c85c2043a 100644
--- a/python/cugraph-dgl/conda/cugraph_dgl_dev_cuda-118.yaml
+++ b/python/cugraph-dgl/conda/cugraph_dgl_dev_cuda-118.yaml
@@ -18,7 +18,7 @@ dependencies:
 - pytest-cov
 - pytest-xdist
 - pytorch-cuda==11.8
-- pytorch>=2.3,<2.4.0a0
+- pytorch>=2.3
 - scipy
 - tensordict>=0.1.2
 name: cugraph_dgl_dev_cuda-118
diff --git a/python/cugraph-dgl/pyproject.toml b/python/cugraph-dgl/pyproject.toml
index e3e12216ac7..af9e91a988e 100644
--- a/python/cugraph-dgl/pyproject.toml
+++ b/python/cugraph-dgl/pyproject.toml
@@ -40,7 +40,7 @@ test = [
     "pytest-xdist",
     "scipy",
     "tensordict>=0.1.2",
-    "torch>=2.3,<2.4.0a0",
+    "torch>=2.3",
 ] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
 
 [project.urls]
diff --git a/python/cugraph-pyg/conda/cugraph_pyg_dev_cuda-118.yaml b/python/cugraph-pyg/conda/cugraph_pyg_dev_cuda-118.yaml
index 4778ff0eaf6..5fbd947965f 100644
--- a/python/cugraph-pyg/conda/cugraph_pyg_dev_cuda-118.yaml
+++ b/python/cugraph-pyg/conda/cugraph_pyg_dev_cuda-118.yaml
@@ -17,7 +17,7 @@ dependencies:
 - pytest-cov
 - pytest-xdist
 - pytorch-cuda==11.8
-- pytorch>=2.3,<2.4.0a0
+- pytorch>=2.3
 - pytorch_geometric>=2.5,<2.6
 - scipy
 - tensordict>=0.1.2
diff --git a/python/cugraph-pyg/pyproject.toml b/python/cugraph-pyg/pyproject.toml
index e157f36f8f6..a30cd375635 100644
--- a/python/cugraph-pyg/pyproject.toml
+++ b/python/cugraph-pyg/pyproject.toml
@@ -49,7 +49,7 @@ test = [
     "pytest-xdist",
     "scipy",
     "tensordict>=0.1.2",
-    "torch>=2.3,<2.4.0a0",
+    "torch>=2.3",
 ] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
 
 [tool.setuptools]