diff --git a/pkgs/development/ocaml-modules/torch/default.nix b/pkgs/development/ocaml-modules/torch/default.nix
index c4c80dacc9f2f..fd7036ac6c89e 100644
--- a/pkgs/development/ocaml-modules/torch/default.nix
+++ b/pkgs/development/ocaml-modules/torch/default.nix
@@ -12,7 +12,7 @@
 , ppx_sexp_conv
 , sexplib
 , stdio
-, pytorch
+, torch
 }:
 
 buildDunePackage rec {
@@ -37,16 +37,16 @@ buildDunePackage rec {
     ctypes
     npy
     ocaml-compiler-libs
-    pytorch
-    pytorch.dev
     ppx_custom_printf
     ppx_expect
     ppx_sexp_conv
     sexplib
     stdio
+    torch
+    torch.dev
   ];
 
-  preBuild = "export LIBTORCH=${pytorch.dev}/";
+  preBuild = "export LIBTORCH=${torch.dev}/";
 
   doCheck = !stdenv.isAarch64;
   checkPhase = "dune runtest";
@@ -56,6 +56,6 @@ buildDunePackage rec {
     description = "Ocaml bindings to Pytorch";
     maintainers = [ maintainers.bcdarwin ];
     license = licenses.asl20;
-    broken = lib.versionAtLeast pytorch.version "1.11";
+    broken = lib.versionAtLeast torch.version "1.11";
   };
 }
diff --git a/pkgs/development/python-modules/boxx/default.nix b/pkgs/development/python-modules/boxx/default.nix
index f8ab26fae1716..469f2af96f72a 100644
--- a/pkgs/development/python-modules/boxx/default.nix
+++ b/pkgs/development/python-modules/boxx/default.nix
@@ -12,7 +12,7 @@
 , fn
 , pyopengl
 , seaborn
-, pytorch
+, torch
 , pythonOlder
 , torchvision
 }:
@@ -43,7 +43,7 @@ buildPythonPackage rec {
 
   checkInputs = [
     xvfb-run
-    pytorch
+    torch
     torchvision
   ];
 
diff --git a/pkgs/development/python-modules/coqui-trainer/default.nix b/pkgs/development/python-modules/coqui-trainer/default.nix
index d997798f783eb..d78a7b07088c1 100644
--- a/pkgs/development/python-modules/coqui-trainer/default.nix
+++ b/pkgs/development/python-modules/coqui-trainer/default.nix
@@ -6,7 +6,7 @@
 
 , coqpit
 , fsspec
-, pytorch-bin
+, torch-bin
 , tensorboardx
 , protobuf
 
@@ -33,7 +33,7 @@ buildPythonPackage {
   propagatedBuildInputs = [
     coqpit
     fsspec
-    pytorch-bin
+    torch-bin
     soundfile
     tensorboardx
     protobuf
diff --git a/pkgs/development/python-modules/deepwave/default.nix b/pkgs/development/python-modules/deepwave/default.nix
index 0e5e9b4566128..f69c386047dbc 100644
--- a/pkgs/development/python-modules/deepwave/default.nix
+++ b/pkgs/development/python-modules/deepwave/default.nix
@@ -1,7 +1,7 @@
 { lib
 , buildPythonPackage
 , fetchFromGitHub
-, pytorch
+, torch
 , ninja
 , scipy
 , which
@@ -48,7 +48,7 @@ buildPythonPackage rec {
     export HOME=$(mktemp -d)
   '';
 
-  propagatedBuildInputs = [ pytorch pybind11 ];
+  propagatedBuildInputs = [ torch pybind11 ];
 
   checkInputs = [
     which
diff --git a/pkgs/development/python-modules/elegy/default.nix b/pkgs/development/python-modules/elegy/default.nix
index a4d17a830e4d3..f4e3249755c77 100644
--- a/pkgs/development/python-modules/elegy/default.nix
+++ b/pkgs/development/python-modules/elegy/default.nix
@@ -8,7 +8,7 @@
 , lib
 , poetry
 , pytestCheckHook
-, pytorch
+, torch
 , pyyaml
 , sh
 , tables
@@ -66,7 +66,7 @@ buildPythonPackage rec {
 
   checkInputs = [
     pytestCheckHook
-    pytorch
+    torch
     sh
     tensorflow
   ];
diff --git a/pkgs/development/python-modules/ezyrb/default.nix b/pkgs/development/python-modules/ezyrb/default.nix
index dc46bcfcd9575..7730c1fe8e85c 100644
--- a/pkgs/development/python-modules/ezyrb/default.nix
+++ b/pkgs/development/python-modules/ezyrb/default.nix
@@ -8,7 +8,7 @@
 , scipy
 , matplotlib
 , scikit-learn
-, pytorch
+, torch
 , pytestCheckHook
 }:
 
@@ -32,7 +32,7 @@ buildPythonPackage rec {
     scipy
     matplotlib
     scikit-learn
-    pytorch
+    torch
   ];
 
   checkInputs = [
diff --git a/pkgs/development/python-modules/functorch/default.nix b/pkgs/development/python-modules/functorch/default.nix
index 53860d2c2b493..033f0a3b4fdad 100644
--- a/pkgs/development/python-modules/functorch/default.nix
+++ b/pkgs/development/python-modules/functorch/default.nix
@@ -5,7 +5,7 @@
 , ninja
 , pytestCheckHook
 , python
-, pytorch
+, torch
 , pybind11
 , which
 }:
@@ -26,7 +26,7 @@ buildPythonPackage rec {
   # `setup.py` imports `torch.utils.cpp_extension`.
   nativeBuildInputs = [
     ninja
-    pytorch
+    torch
     which
   ];
 
diff --git a/pkgs/development/python-modules/ignite/default.nix b/pkgs/development/python-modules/ignite/default.nix
index 9898ef4b3d52e..fae5a8abf034b 100644
--- a/pkgs/development/python-modules/ignite/default.nix
+++ b/pkgs/development/python-modules/ignite/default.nix
@@ -8,7 +8,7 @@
 , matplotlib
 , mock
 , packaging
-, pytorch
+, torch
 , scikit-learn
 , tqdm
 }:
@@ -25,7 +25,7 @@ buildPythonPackage rec {
   };
 
   checkInputs = [ pytestCheckHook matplotlib mock pytest-xdist torchvision ];
-  propagatedBuildInputs = [ packaging pytorch scikit-learn tqdm ];
+  propagatedBuildInputs = [ packaging torch scikit-learn tqdm ];
 
   # runs succesfully in 3.9, however, async isn't correctly closed so it will fail after test suite.
   doCheck = pythonOlder "3.9";
diff --git a/pkgs/development/python-modules/monai/default.nix b/pkgs/development/python-modules/monai/default.nix
index 83b55ad55841a..82e984b8dfae6 100644
--- a/pkgs/development/python-modules/monai/default.nix
+++ b/pkgs/development/python-modules/monai/default.nix
@@ -6,7 +6,7 @@
 , ignite
 , numpy
 , pybind11
-, pytorch
+, torch
 , which
 }:
 
@@ -33,7 +33,7 @@ buildPythonPackage rec {
 
   nativeBuildInputs = [ ninja which ];
   buildInputs = [ pybind11 ];
-  propagatedBuildInputs = [ numpy pytorch ignite ];
+  propagatedBuildInputs = [ numpy torch ignite ];
 
   BUILD_MONAI = 1;
 
diff --git a/pkgs/development/python-modules/py-deprecate/default.nix b/pkgs/development/python-modules/py-deprecate/default.nix
index ff921789bbfd5..86064dd0933f5 100644
--- a/pkgs/development/python-modules/py-deprecate/default.nix
+++ b/pkgs/development/python-modules/py-deprecate/default.nix
@@ -3,7 +3,6 @@
 , fetchFromGitHub
 , pytestCheckHook
 , scikit-learn
-, pytorch
 }:
 
 let
diff --git a/pkgs/development/python-modules/pymanopt/default.nix b/pkgs/development/python-modules/pymanopt/default.nix
index f04357596852c..cc6cef776691e 100644
--- a/pkgs/development/python-modules/pymanopt/default.nix
+++ b/pkgs/development/python-modules/pymanopt/default.nix
@@ -3,7 +3,7 @@
 , buildPythonPackage
 , numpy
 , scipy
-, pytorch
+, torch
 , autograd
 , nose2
 , matplotlib
@@ -21,7 +21,7 @@ buildPythonPackage rec {
     sha256 = "sha256-dqyduExNgXIbEFlgkckaPfhLFSVLqPgwAOyBUdowwiQ=";
   };
 
-  propagatedBuildInputs = [ numpy scipy pytorch ];
+  propagatedBuildInputs = [ numpy scipy torch ];
   checkInputs = [ nose2 autograd matplotlib tensorflow ];
 
   checkPhase = ''
diff --git a/pkgs/development/python-modules/pyro-ppl/default.nix b/pkgs/development/python-modules/pyro-ppl/default.nix
index 7bc6ac00925df..b14119c328077 100644
--- a/pkgs/development/python-modules/pyro-ppl/default.nix
+++ b/pkgs/development/python-modules/pyro-ppl/default.nix
@@ -10,7 +10,7 @@
 , pillow
 , pyro-api
 , pythonOlder
-, pytorch
+, torch
 , scikit-learn
 , seaborn
 , torchvision
@@ -32,7 +32,7 @@ buildPythonPackage rec {
 
   propagatedBuildInputs = [
     pyro-api
-    pytorch
+    torch
     networkx
     opt-einsum
     tqdm
diff --git a/pkgs/development/python-modules/pytorch-lightning/default.nix b/pkgs/development/python-modules/pytorch-lightning/default.nix
index b775f13fdacd8..a2d8da399d28c 100644
--- a/pkgs/development/python-modules/pytorch-lightning/default.nix
+++ b/pkgs/development/python-modules/pytorch-lightning/default.nix
@@ -6,7 +6,7 @@
 , fsspec
 , packaging
 , pytestCheckHook
-, pytorch
+, torch
 , pyyaml
 , tensorboard
 , torchmetrics
@@ -29,7 +29,7 @@ buildPythonPackage rec {
     packaging
     future
     fsspec
-    pytorch
+    torch
     pyyaml
     tensorboard
     torchmetrics
diff --git a/pkgs/development/python-modules/pytorch-metric-learning/default.nix b/pkgs/development/python-modules/pytorch-metric-learning/default.nix
index 1c6b2d61ecb6e..27b97af42b05b 100644
--- a/pkgs/development/python-modules/pytorch-metric-learning/default.nix
+++ b/pkgs/development/python-modules/pytorch-metric-learning/default.nix
@@ -5,7 +5,7 @@
 , numpy
 , scikit-learn
 , pytestCheckHook
-, pytorch
+, torch
 , torchvision
 , tqdm
 , faiss
@@ -26,7 +26,7 @@ buildPythonPackage rec {
 
   propagatedBuildInputs = [
     numpy
-    pytorch
+    torch
     scikit-learn
     torchvision
     tqdm
diff --git a/pkgs/development/python-modules/pytorch-pfn-extras/default.nix b/pkgs/development/python-modules/pytorch-pfn-extras/default.nix
index bb4765aa2acad..639c13508c57d 100644
--- a/pkgs/development/python-modules/pytorch-pfn-extras/default.nix
+++ b/pkgs/development/python-modules/pytorch-pfn-extras/default.nix
@@ -5,7 +5,7 @@
 , onnx
 , packaging
 , pytestCheckHook
-, pytorch
+, torch
 , torchvision
 , typing-extensions
 }:
@@ -21,7 +21,7 @@ buildPythonPackage rec {
     sha256 = "sha256-w4WSEgNLdVLDnKS4kzJBK9BkrrGzbk2aCIhk4HCM/Bk=";
   };
 
-  propagatedBuildInputs = [ numpy packaging pytorch typing-extensions ];
+  propagatedBuildInputs = [ numpy packaging torch typing-extensions ];
 
   checkInputs = [ onnx pytestCheckHook torchvision ];
 
diff --git a/pkgs/development/python-modules/pywick/default.nix b/pkgs/development/python-modules/pywick/default.nix
index 0db11576203a5..6cbb64845dbb8 100644
--- a/pkgs/development/python-modules/pywick/default.nix
+++ b/pkgs/development/python-modules/pywick/default.nix
@@ -8,7 +8,7 @@
 , pandas
 , pillow
 , six
-, pytorch
+, torch
 , torchvision
 , tqdm
 , lib
@@ -28,7 +28,7 @@ buildPythonPackage rec {
   };
 
   propagatedBuildInputs = [
-    h5py hickle numpy pandas pillow six pytorch torchvision tqdm
+    h5py hickle numpy pandas pillow six torch torchvision tqdm
   ];
 
   checkInputs = [ pytest ];
diff --git a/pkgs/development/python-modules/qiskit-machine-learning/default.nix b/pkgs/development/python-modules/qiskit-machine-learning/default.nix
index c74e6c53bdea4..ea4ae3bb3438d 100644
--- a/pkgs/development/python-modules/qiskit-machine-learning/default.nix
+++ b/pkgs/development/python-modules/qiskit-machine-learning/default.nix
@@ -13,7 +13,7 @@
 , sparse
   # Optional inputs
 , withTorch ? true
-, pytorch
+, torch
   # Check Inputs
 , pytestCheckHook
 , ddt
@@ -41,7 +41,7 @@ buildPythonPackage rec {
     qiskit-terra
     scikit-learn
     sparse
-  ] ++ lib.optional withTorch pytorch;
+  ] ++ lib.optional withTorch torch;
 
   doCheck = false;  # TODO: enable. Tests fail on unstable due to some multithreading issue?
   checkInputs = [
diff --git a/pkgs/development/python-modules/rising/default.nix b/pkgs/development/python-modules/rising/default.nix
index b68fedbcfc0f9..07fdad78aadfb 100644
--- a/pkgs/development/python-modules/rising/default.nix
+++ b/pkgs/development/python-modules/rising/default.nix
@@ -6,7 +6,7 @@
 , pytest-cov
 , dill
 , numpy
-, pytorch
+, torch
 , threadpoolctl
 , tqdm
 }:
@@ -24,7 +24,7 @@ buildPythonPackage rec {
     sha256 = "15wYWToXRae1cMpHWbJwzAp0THx6ED9ixQgL+n1v9PI=";
   };
 
-  propagatedBuildInputs = [ numpy pytorch threadpoolctl tqdm ];
+  propagatedBuildInputs = [ numpy torch threadpoolctl tqdm ];
   checkInputs = [ dill pytest-cov pytestCheckHook ];
 
   disabledTests = [ "test_affine" ];  # deprecated division operator '/'
diff --git a/pkgs/development/python-modules/skorch/default.nix b/pkgs/development/python-modules/skorch/default.nix
index 0b2056979e41c..a6508ded491e0 100644
--- a/pkgs/development/python-modules/skorch/default.nix
+++ b/pkgs/development/python-modules/skorch/default.nix
@@ -7,7 +7,7 @@
 , flaky
 , numpy
 , pandas
-, pytorch
+, torch
 , scikit-learn
 , scipy
 , tabulate
@@ -23,7 +23,7 @@ buildPythonPackage rec {
     sha256 = "b35cb4e50045742f0ffcfad33044af691d5d36b50212573753a804483a947ca9";
   };
 
-  propagatedBuildInputs = [ numpy pytorch scikit-learn scipy tabulate tqdm ];
+  propagatedBuildInputs = [ numpy torch scikit-learn scipy tabulate tqdm ];
   checkInputs = [ pytest pytest-cov flaky pandas pytestCheckHook ];
 
   disabledTests = [
diff --git a/pkgs/development/python-modules/slicer/default.nix b/pkgs/development/python-modules/slicer/default.nix
index 2033c94fefc1a..f5352c3de9334 100644
--- a/pkgs/development/python-modules/slicer/default.nix
+++ b/pkgs/development/python-modules/slicer/default.nix
@@ -4,7 +4,7 @@
 , isPy27
 , pytestCheckHook
 , pandas
-, pytorch
+, torch
 , scipy
 }:
 
@@ -18,7 +18,7 @@ buildPythonPackage rec {
     sha256 = "f5d5f7b45f98d155b9c0ba6554fa9770c6b26d5793a3e77a1030fb56910ebeec";
   };
 
-  checkInputs = [ pytestCheckHook pandas pytorch scipy ];
+  checkInputs = [ pytestCheckHook pandas torch scipy ];
 
   disabledTests = [
     # IndexError: too many indices for array
diff --git a/pkgs/development/python-modules/spacy-transformers/default.nix b/pkgs/development/python-modules/spacy-transformers/default.nix
index 93bd22f1f6506..d21f5d17cd275 100644
--- a/pkgs/development/python-modules/spacy-transformers/default.nix
+++ b/pkgs/development/python-modules/spacy-transformers/default.nix
@@ -3,7 +3,7 @@
 , fetchPypi
 , buildPythonPackage
 , dataclasses
-, pytorch
+, torch
 , pythonOlder
 , spacy
 , spacy-alignments
@@ -24,7 +24,7 @@ buildPythonPackage rec {
   };
 
   propagatedBuildInputs = [
-    pytorch
+    torch
     spacy
     spacy-alignments
     srsly
diff --git a/pkgs/development/python-modules/stanza/default.nix b/pkgs/development/python-modules/stanza/default.nix
index 808f90f224503..d9e44eea1168c 100644
--- a/pkgs/development/python-modules/stanza/default.nix
+++ b/pkgs/development/python-modules/stanza/default.nix
@@ -7,7 +7,7 @@
 , protobuf
 , requests
 , six
-, pytorch
+, torch
 , tqdm
 }:
 
@@ -30,7 +30,7 @@ buildPythonPackage rec {
     protobuf
     requests
     six
-    pytorch
+    torch
     tqdm
   ];
 
diff --git a/pkgs/development/python-modules/tensorboardx/default.nix b/pkgs/development/python-modules/tensorboardx/default.nix
index 93d94d0c38266..4bc85a5cd08e0 100644
--- a/pkgs/development/python-modules/tensorboardx/default.nix
+++ b/pkgs/development/python-modules/tensorboardx/default.nix
@@ -10,7 +10,7 @@
 , pillow
 , protobuf3_8
 , pytestCheckHook
-, pytorch
+, torch
 , six
 , soundfile
 , tensorboard
@@ -55,7 +55,7 @@ buildPythonPackage rec {
     moto
     pillow
     pytestCheckHook
-    pytorch
+    torch
     tensorboard
     torchvision
   ];
diff --git a/pkgs/development/python-modules/test-tube/default.nix b/pkgs/development/python-modules/test-tube/default.nix
index 5eac0d60b6cff..d480600b253db 100644
--- a/pkgs/development/python-modules/test-tube/default.nix
+++ b/pkgs/development/python-modules/test-tube/default.nix
@@ -7,7 +7,7 @@
 , imageio
 , numpy
 , pandas
-, pytorch
+, torch
 , tensorboard
 }:
 
@@ -33,7 +33,7 @@ buildPythonPackage rec {
     imageio
     numpy
     pandas
-    pytorch
+    torch
     tensorboard
   ];
 
diff --git a/pkgs/development/python-modules/torch-tb-profiler/default.nix b/pkgs/development/python-modules/torch-tb-profiler/default.nix
index 2843910613672..41ff63a21fad7 100644
--- a/pkgs/development/python-modules/torch-tb-profiler/default.nix
+++ b/pkgs/development/python-modules/torch-tb-profiler/default.nix
@@ -3,7 +3,7 @@
 , lib
 , pandas
 , pytestCheckHook
-, pytorch
+, torch
 , tensorboard
 , torchvision
 }:
@@ -27,7 +27,7 @@ buildPythonPackage rec {
 
   propagatedBuildInputs = [ pandas tensorboard ];
 
-  checkInputs = [ pytestCheckHook pytorch torchvision ];
+  checkInputs = [ pytestCheckHook torch torchvision ];
 
   disabledTests = [
     # Tests that attempt to access the filesystem in naughty ways.
diff --git a/pkgs/development/python-modules/pytorch/bin.nix b/pkgs/development/python-modules/torch/bin.nix
similarity index 96%
rename from pkgs/development/python-modules/pytorch/bin.nix
rename to pkgs/development/python-modules/torch/bin.nix
index e2427ac22df3a..5badb88d3750c 100644
--- a/pkgs/development/python-modules/pytorch/bin.nix
+++ b/pkgs/development/python-modules/torch/bin.nix
@@ -24,8 +24,8 @@ let
 in buildPythonPackage {
   inherit version;
 
-  pname = "pytorch";
-  # Don't forget to update pytorch to the same version.
+  pname = "torch";
+  # Don't forget to update torch to the same version.
 
   format = "wheel";
 
diff --git a/pkgs/development/python-modules/pytorch/binary-hashes.nix b/pkgs/development/python-modules/torch/binary-hashes.nix
similarity index 98%
rename from pkgs/development/python-modules/pytorch/binary-hashes.nix
rename to pkgs/development/python-modules/torch/binary-hashes.nix
index 945af484a4af9..fccc7ce642e77 100644
--- a/pkgs/development/python-modules/pytorch/binary-hashes.nix
+++ b/pkgs/development/python-modules/torch/binary-hashes.nix
@@ -1,4 +1,4 @@
-# Warning: use the same CUDA version as pytorch-bin.
+# Warning: use the same CUDA version as torch-bin.
 #
 # Precompiled wheels can be found at:
 # https://download.pytorch.org/whl/torch_stable.html
diff --git a/pkgs/development/python-modules/pytorch/breakpad-sigstksz.patch b/pkgs/development/python-modules/torch/breakpad-sigstksz.patch
similarity index 100%
rename from pkgs/development/python-modules/pytorch/breakpad-sigstksz.patch
rename to pkgs/development/python-modules/torch/breakpad-sigstksz.patch
diff --git a/pkgs/development/python-modules/pytorch/default.nix b/pkgs/development/python-modules/torch/default.nix
similarity index 99%
rename from pkgs/development/python-modules/pytorch/default.nix
rename to pkgs/development/python-modules/torch/default.nix
index 76a835910392d..9d4c64861a3fb 100644
--- a/pkgs/development/python-modules/pytorch/default.nix
+++ b/pkgs/development/python-modules/torch/default.nix
@@ -120,8 +120,8 @@ let
     "LD_LIBRARY_PATH=${cudaStub}\${LD_LIBRARY_PATH:+:}$LD_LIBRARY_PATH ";
 
 in buildPythonPackage rec {
-  pname = "pytorch";
-  # Don't forget to update pytorch-bin to the same version.
+  pname = "torch";
+  # Don't forget to update torch-bin to the same version.
   version = "1.11.0";
   format = "setuptools";
 
diff --git a/pkgs/development/python-modules/pytorch/prefetch.sh b/pkgs/development/python-modules/torch/prefetch.sh
similarity index 100%
rename from pkgs/development/python-modules/pytorch/prefetch.sh
rename to pkgs/development/python-modules/torch/prefetch.sh
diff --git a/pkgs/development/python-modules/pytorch/pthreadpool-disable-gcd.diff b/pkgs/development/python-modules/torch/pthreadpool-disable-gcd.diff
similarity index 100%
rename from pkgs/development/python-modules/pytorch/pthreadpool-disable-gcd.diff
rename to pkgs/development/python-modules/torch/pthreadpool-disable-gcd.diff
diff --git a/pkgs/development/python-modules/torchaudio/bin.nix b/pkgs/development/python-modules/torchaudio/bin.nix
index 42558837bc000..aabec0a8d4970 100644
--- a/pkgs/development/python-modules/torchaudio/bin.nix
+++ b/pkgs/development/python-modules/torchaudio/bin.nix
@@ -7,7 +7,7 @@
 , isPy39
 , isPy310
 , python
-, pytorch-bin
+, torch-bin
 , pythonOlder
 , pythonAtLeast
 }:
@@ -26,7 +26,7 @@ buildPythonPackage rec {
   disabled = !(isPy37 || isPy38 || isPy39 || isPy310);
 
   propagatedBuildInputs = [
-    pytorch-bin
+    torch-bin
   ];
 
   # The wheel-binary is not stripped to avoid the error of `ImportError: libtorch_cuda_cpp.so: ELF load command address/offset not properly aligned.`.
@@ -38,7 +38,7 @@ buildPythonPackage rec {
     # Note: after patchelf'ing, libcudart can still not be found. However, this should
     #       not be an issue, because PyTorch is loaded before torchvision and brings
     #       in the necessary symbols.
-    patchelf --set-rpath "${lib.makeLibraryPath [ stdenv.cc.cc.lib ]}:${pytorch-bin}/${python.sitePackages}/torch/lib:" \
+    patchelf --set-rpath "${lib.makeLibraryPath [ stdenv.cc.cc.lib ]}:${torch-bin}/${python.sitePackages}/torch/lib:" \
       "$out/${python.sitePackages}/torchaudio/_torchaudio.so"
   '';
 
diff --git a/pkgs/development/python-modules/torchaudio/binary-hashes.nix b/pkgs/development/python-modules/torchaudio/binary-hashes.nix
index 70ae3357221f6..2cd39f3a9142e 100644
--- a/pkgs/development/python-modules/torchaudio/binary-hashes.nix
+++ b/pkgs/development/python-modules/torchaudio/binary-hashes.nix
@@ -1,4 +1,4 @@
-# Warning: Need to update at the same time as pytorch-bin
+# Warning: Need to update at the same time as torch-bin
 #
 # Precompiled wheels can be found at:
 # https://download.pytorch.org/whl/torch_stable.html
diff --git a/pkgs/development/python-modules/torchgpipe/default.nix b/pkgs/development/python-modules/torchgpipe/default.nix
index 2c289f8526990..68e113ce70fee 100644
--- a/pkgs/development/python-modules/torchgpipe/default.nix
+++ b/pkgs/development/python-modules/torchgpipe/default.nix
@@ -4,7 +4,7 @@
 , isPy27
 , pytest-runner
 , pytestCheckHook
-, pytorch
+, torch
 }:
 
 buildPythonPackage rec {
@@ -20,7 +20,7 @@ buildPythonPackage rec {
     sha256 = "0ki0njhmz1i3pkpr3y6h6ac7p5qh1kih06mknc2s18mfw34f2l55";
   };
 
-  propagatedBuildInputs = [ pytorch ];
+  propagatedBuildInputs = [ torch ];
 
   checkInputs = [ pytest-runner pytestCheckHook ];
   disabledTests = [
diff --git a/pkgs/development/python-modules/torchinfo/default.nix b/pkgs/development/python-modules/torchinfo/default.nix
index 66bdb587bc218..c18f1c68be989 100644
--- a/pkgs/development/python-modules/torchinfo/default.nix
+++ b/pkgs/development/python-modules/torchinfo/default.nix
@@ -3,7 +3,7 @@
 , fetchFromGitHub
 , pytestCheckHook
 , pythonOlder
-, pytorch
+, torch
 , torchvision
 }:
 
@@ -22,7 +22,7 @@ buildPythonPackage rec {
   };
 
   propagatedBuildInputs = [
-    pytorch
+    torch
     torchvision
   ];
 
diff --git a/pkgs/development/python-modules/torchmetrics/default.nix b/pkgs/development/python-modules/torchmetrics/default.nix
index e71e623e428b7..933566fcb3936 100644
--- a/pkgs/development/python-modules/torchmetrics/default.nix
+++ b/pkgs/development/python-modules/torchmetrics/default.nix
@@ -7,7 +7,7 @@
 , packaging
 , psutil
 , py-deprecate
-, pytorch
+, torch
 , pytestCheckHook
 , torchmetrics
 , pytorch-lightning
@@ -34,7 +34,7 @@ buildPythonPackage {
 
   # Let the user bring their own instance
   buildInputs = [
-    pytorch
+    torch
   ];
 
   checkInputs = [
diff --git a/pkgs/development/python-modules/torchvision/bin.nix b/pkgs/development/python-modules/torchvision/bin.nix
index 60a33882021b2..2abf60009f9e4 100644
--- a/pkgs/development/python-modules/torchvision/bin.nix
+++ b/pkgs/development/python-modules/torchvision/bin.nix
@@ -9,7 +9,7 @@
 , patchelf
 , pillow
 , python
-, pytorch-bin
+, torch-bin
 }:
 
 let
@@ -34,7 +34,7 @@ in buildPythonPackage {
 
   propagatedBuildInputs = [
     pillow
-    pytorch-bin
+    torch-bin
   ];
 
   # The wheel-binary is not stripped to avoid the error of `ImportError: libtorch_cuda_cpp.so: ELF load command address/offset not properly aligned.`.
@@ -48,7 +48,7 @@ in buildPythonPackage {
     # Note: after patchelf'ing, libcudart can still not be found. However, this should
     #       not be an issue, because PyTorch is loaded before torchvision and brings
     #       in the necessary symbols.
-    patchelf --set-rpath "${rpath}:${pytorch-bin}/${python.sitePackages}/torch/lib:" \
+    patchelf --set-rpath "${rpath}:${torch-bin}/${python.sitePackages}/torch/lib:" \
       "$out/${python.sitePackages}/torchvision/_C.so"
   '';
 
diff --git a/pkgs/development/python-modules/torchvision/binary-hashes.nix b/pkgs/development/python-modules/torchvision/binary-hashes.nix
index 271968391ef0c..4dbeb8d181503 100644
--- a/pkgs/development/python-modules/torchvision/binary-hashes.nix
+++ b/pkgs/development/python-modules/torchvision/binary-hashes.nix
@@ -1,4 +1,4 @@
-# Warning: use the same CUDA version as pytorch-bin.
+# Warning: use the same CUDA version as torch-bin.
 #
 # Precompiled wheels can be found at:
 # https://download.pytorch.org/whl/torch_stable.html
diff --git a/pkgs/development/python-modules/torchvision/default.nix b/pkgs/development/python-modules/torchvision/default.nix
index 4eb0368a821e4..594aee03431ee 100644
--- a/pkgs/development/python-modules/torchvision/default.nix
+++ b/pkgs/development/python-modules/torchvision/default.nix
@@ -9,19 +9,19 @@
 , numpy
 , scipy
 , pillow
-, pytorch
+, torch
 , pytest
-, cudaSupport ? pytorch.cudaSupport or false # by default uses the value from pytorch
+, cudaSupport ? torch.cudaSupport or false # by default uses the value from torch
 }:
 
 let
-  inherit (pytorch.cudaPackages) cudatoolkit cudnn;
+  inherit (torch.cudaPackages) cudatoolkit cudnn;
 
   cudatoolkit_joined = symlinkJoin {
     name = "${cudatoolkit.name}-unsplit";
     paths = [ cudatoolkit.out cudatoolkit.lib ];
   };
-  cudaArchStr = lib.optionalString cudaSupport lib.strings.concatStringsSep ";" pytorch.cudaArchList;
+  cudaArchStr = lib.optionalString cudaSupport lib.strings.concatStringsSep ";" torch.cudaArchList;
 in buildPythonPackage rec {
   pname = "torchvision";
   version = "0.13.0";
@@ -42,7 +42,7 @@ in buildPythonPackage rec {
   buildInputs = [ libjpeg_turbo libpng ]
     ++ lib.optionals cudaSupport [ cudnn ];
 
-  propagatedBuildInputs = [ numpy pillow pytorch scipy ];
+  propagatedBuildInputs = [ numpy pillow torch scipy ];
 
   preBuild = lib.optionalString cudaSupport ''
     export TORCH_CUDA_ARCH_LIST="${cudaArchStr}"
diff --git a/pkgs/development/python-modules/transformers/default.nix b/pkgs/development/python-modules/transformers/default.nix
index 97132a964559e..864245622c711 100644
--- a/pkgs/development/python-modules/transformers/default.nix
+++ b/pkgs/development/python-modules/transformers/default.nix
@@ -17,7 +17,7 @@
 , scikit-learn
 , pillow
 , pyyaml
-, pytorch
+, torch
 , tokenizers
 , tqdm
 }:
@@ -67,7 +67,7 @@ buildPythonPackage rec {
       # tf2onnx
     ];
     torch = [
-      pytorch
+      torch
     ];
     tokenizers = [
       tokenizers
diff --git a/pkgs/development/python-modules/wandb/default.nix b/pkgs/development/python-modules/wandb/default.nix
index fc6dbadaecb6b..a466c9919f430 100644
--- a/pkgs/development/python-modules/wandb/default.nix
+++ b/pkgs/development/python-modules/wandb/default.nix
@@ -25,7 +25,7 @@
 , pytestCheckHook
 , python-dateutil
 , pythonOlder
-, pytorch
+, torch
 , pyyaml
 , requests
 , scikit-learn
@@ -94,7 +94,7 @@ buildPythonPackage rec {
     pytest-mock
     pytest-xdist
     pytestCheckHook
-    pytorch
+    torch
     scikit-learn
     tqdm
   ];
diff --git a/pkgs/tools/audio/tts/default.nix b/pkgs/tools/audio/tts/default.nix
index 6291c45f839ee..5ba8c3bf29c74 100644
--- a/pkgs/tools/audio/tts/default.nix
+++ b/pkgs/tools/audio/tts/default.nix
@@ -84,11 +84,11 @@ python.pkgs.buildPythonApplication rec {
     pandas
     pypinyin
     pysbd
-    pytorch-bin
     pyworld
     scipy
     soundfile
     tensorflow
+    torch-bin
     torchaudio-bin
     tqdm
     umap-learn
diff --git a/pkgs/top-level/ocaml-packages.nix b/pkgs/top-level/ocaml-packages.nix
index a4302879c4158..9f69a906b967f 100644
--- a/pkgs/top-level/ocaml-packages.nix
+++ b/pkgs/top-level/ocaml-packages.nix
@@ -1232,7 +1232,7 @@ let
     tls-mirage = callPackage ../development/ocaml-modules/tls/mirage.nix { };
 
     torch = callPackage ../development/ocaml-modules/torch {
-      inherit (pkgs.python3Packages) pytorch;
+      inherit (pkgs.python3Packages) torch;
     };
 
     ocaml-protoc = callPackage ../development/ocaml-modules/ocaml-protoc { };
diff --git a/pkgs/top-level/python-aliases.nix b/pkgs/top-level/python-aliases.nix
index 501c2acf079a6..6f9f6accd9276 100644
--- a/pkgs/top-level/python-aliases.nix
+++ b/pkgs/top-level/python-aliases.nix
@@ -158,6 +158,10 @@ mapAliases ({
   python-subunit = subunit; # added 2021-09-10
   pytest_xdist = pytest-xdist; # added 2021-01-04
   python_simple_hipchat = python-simple-hipchat; # added 2021-07-21
+  pytorch = torch; # added 2022-09-30
+  pytorch-bin = torch-bin; # added 2022-09-30
+  pytorchWithCuda = torchWithCuda; # added 2022-09-30
+  pytorchWithoutCuda = torchWithoutCuda; # added 2022-09-30
   pytwitchapi = twitchapi; # added 2022-03-07
   qasm2image = throw "qasm2image is no longer maintained (since November 2018), and is not compatible with the latest pythonPackages.qiskit versions."; # added 2020-12-09
   qiskit-aqua = throw "qiskit-aqua has been removed due to deprecation, with its functionality moved to different qiskit packages";
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 18e6e78450a55..9a7005a46b09c 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -9043,28 +9043,12 @@ in {
 
   pytools = callPackage ../development/python-modules/pytools { };
 
-  pytorch = callPackage ../development/python-modules/pytorch {
-    cudaSupport = pkgs.config.cudaSupport or false;
-    inherit (pkgs.darwin.apple_sdk.frameworks) CoreServices;
-    inherit (pkgs.darwin) libobjc;
-  };
-
-  pytorch-bin = callPackage ../development/python-modules/pytorch/bin.nix { };
-
   pytorch-lightning = callPackage ../development/python-modules/pytorch-lightning { };
 
   pytorch-metric-learning = callPackage ../development/python-modules/pytorch-metric-learning { };
 
   pytorch-pfn-extras = callPackage ../development/python-modules/pytorch-pfn-extras { };
 
-  pytorchWithCuda = self.pytorch.override {
-    cudaSupport = true;
-  };
-
-  pytorchWithoutCuda = self.pytorch.override {
-    cudaSupport = false;
-  };
-
   pytraccar = callPackage ../development/python-modules/pytraccar { };
 
   pytradfri = callPackage ../development/python-modules/pytradfri { };
@@ -10931,6 +10915,23 @@ in {
 
   toposort = callPackage ../development/python-modules/toposort { };
 
+  torch = callPackage ../development/python-modules/torch {
+    cudaSupport = pkgs.config.cudaSupport or false;
+    inherit (pkgs.darwin.apple_sdk.frameworks) CoreServices;
+    inherit (pkgs.darwin) libobjc;
+  };
+
+  torch-bin = callPackage ../development/python-modules/torch/bin.nix { };
+
+
+  torchWithCuda = self.torch.override {
+    cudaSupport = true;
+  };
+
+  torchWithoutCuda = self.torch.override {
+    cudaSupport = false;
+  };
+
   torch-tb-profiler = callPackage ../development/python-modules/torch-tb-profiler/default.nix { };
 
   torchaudio-bin = callPackage ../development/python-modules/torchaudio/bin.nix { };
diff --git a/pkgs/top-level/release-cuda.nix b/pkgs/top-level/release-cuda.nix
index 6cc149936ac8e..c96f08af41bf9 100644
--- a/pkgs/top-level/release-cuda.nix
+++ b/pkgs/top-level/release-cuda.nix
@@ -48,7 +48,7 @@ let
     python3.pkgs.libgpuarray = linux;
     python3.pkgs.tensorflowWithCuda = linux;
     python3.pkgs.pyrealsense2WithCuda = linux;
-    python3.pkgs.pytorchWithCuda = linux;
+    python3.pkgs.torchWithCuda = linux;
     python3.pkgs.jaxlib = linux;
   }) // (genAttrs packageSets evalPackageSet));