diff --git a/pkgs/development/python-modules/torcheval/default.nix b/pkgs/development/python-modules/torcheval/default.nix
index d3ffd678a761..8dcc5f6bbe2f 100644
--- a/pkgs/development/python-modules/torcheval/default.nix
+++ b/pkgs/development/python-modules/torcheval/default.nix
@@ -1,6 +1,5 @@
 {
   lib,
-  stdenv,
   buildPythonPackage,
   fetchFromGitHub,
 
@@ -9,17 +8,6 @@
 
   # dependencies
   typing-extensions,
-
-  # tests
-  cython,
-  numpy,
-  pytest-timeout,
-  pytest-xdist,
-  pytestCheckHook,
-  scikit-image,
-  scikit-learn,
-  torchtnt-nightly,
-  torchvision,
 }:
 let
   pname = "torcheval";
@@ -30,7 +18,7 @@ buildPythonPackage {
   pyproject = true;
 
   src = fetchFromGitHub {
-    owner = "pytorch";
+    owner = "meta-pytorch";
     repo = "torcheval";
     # Upstream has not created a tag for this version
     # https://github.com/pytorch/torcheval/issues/215
@@ -38,158 +26,19 @@ buildPythonPackage {
     hash = "sha256-aVr4qKKE+dpBcJEi1qZJBljFLUl8d7D306Dy8uOojJE=";
   };
 
-  # Patches are only applied to usages of numpy within tests,
-  # which are only used for testing purposes (see dev-requirements.txt)
-  postPatch =
-    # numpy's `np.NAN` was changed to `np.nan` when numpy 2 was released
-    ''
-      substituteInPlace tests/metrics/classification/test_accuracy.py tests/metrics/functional/classification/test_accuracy.py \
-        --replace-fail "np.NAN" "np.nan"
-    ''
-
-    # `unittest.TestCase.assertEquals` does not exist;
-    # the correct symbol is `unittest.TestCase.assertEqual`
-    + ''
-      substituteInPlace tests/metrics/test_synclib.py \
-        --replace-fail "tc.assertEquals" "tc.assertEqual"
-    '';
-
   build-system = [ setuptools ];
 
   dependencies = [ typing-extensions ];
 
   pythonImportsCheck = [ "torcheval" ];
 
-  nativeCheckInputs = [
-    cython
-    numpy
-    pytest-timeout
-    pytest-xdist
-    pytestCheckHook
-    scikit-image
-    scikit-learn
-    torchtnt-nightly
-    torchvision
-  ];
-
-  pytestFlags = [
-    "-v"
-  ];
-
-  enabledTestPaths = [
-    "tests/"
-  ];
-
-  disabledTestPaths = [
-    # -- tests/metrics/audio/test_fad.py --
-    # Touch filesystem and require network access.
-    # torchaudio.utils.download_asset("models/vggish.pt") -> PermissionError: [Errno 13] Permission denied: '/homeless-shelter'
-    "tests/metrics/audio/test_fad.py::TestFAD::test_vggish_fad"
-    "tests/metrics/audio/test_fad.py::TestFAD::test_vggish_fad_merge"
-
-    # -- tests/metrics/image/test_fid.py --
-    # Touch filesystem and require network access.
-    # models.inception_v3(weights=weights) -> PermissionError: [Errno 13] Permission denied: '/homeless-shelter'
-    "tests/metrics/image/test_fid.py::TestFrechetInceptionDistance::test_fid_invalid_input"
-    "tests/metrics/image/test_fid.py::TestFrechetInceptionDistance::test_fid_random_data_custom_model"
-    "tests/metrics/image/test_fid.py::TestFrechetInceptionDistance::test_fid_random_data_default_model"
-    "tests/metrics/image/test_fid.py::TestFrechetInceptionDistance::test_fid_with_dissimilar_inputs"
-    "tests/metrics/image/test_fid.py::TestFrechetInceptionDistance::test_fid_with_similar_inputs"
-
-    # -- tests/metrics/functional/text/test_perplexity.py --
-    # AssertionError: Scalars are not close!
-    # Expected 3.537154912949 but got 3.53715443611145
-    "tests/metrics/functional/text/test_perplexity.py::Perplexity::test_perplexity_with_ignore_index"
-
-    # -- tests/metrics/image/test_psnr.py --
-    # AssertionError: Scalars are not close!
-    # Expected 7.781850814819336 but got 7.781772613525391
-    "tests/metrics/image/test_psnr.py::TestPeakSignalNoiseRatio::test_psnr_with_random_data"
-
-    # -- tests/metrics/regression/test_mean_squared_error.py --
-    # AssertionError: Scalars are not close!
-    # Expected -640.4547729492188 but got -640.4707641601562
-    "tests/metrics/regression/test_mean_squared_error.py::TestMeanSquaredError::test_mean_squared_error_class_update_input_shape_different"
-
-    # -- tests/metrics/window/test_mean_squared_error.py --
-    # AssertionError: Scalars are not close!
-    # Expected 0.0009198983898386359 but got 0.0009198188781738281
-    "tests/metrics/window/test_mean_squared_error.py::TestMeanSquaredError::test_mean_squared_error_class_update_input_shape_different"
-  ]
-
-  # These tests error on darwin platforms.
-  # NotImplementedError: The operator 'c10d::allgather_' is not currently implemented for the mps device
-  #
-  # Applying the suggested environment variable `PYTORCH_ENABLE_MPS_FALLBACK=1;` causes the tests to fail,
-  # as using the CPU instead of the MPS causes the tensors to be on the wrong device:
-  # RuntimeError: ProcessGroupGloo::allgather: invalid tensor type at index 0;
-  # Expected TensorOptions(dtype=float, device=cpu, ...), got TensorOptions(dtype=float, device=mps:0, ...)
-  ++ lib.optional stdenv.hostPlatform.isDarwin [
-    # -- tests/metrics/test_synclib.py --
-    "tests/metrics/test_synclib.py::SynclibTest::test_complex_mixed_state_sync"
-    "tests/metrics/test_synclib.py::SynclibTest::test_complex_mixed_state_sync"
-    "tests/metrics/test_synclib.py::SynclibTest::test_empty_tensor_list_sync_state"
-    "tests/metrics/test_synclib.py::SynclibTest::test_sync_dtype_and_shape"
-    "tests/metrics/test_synclib.py::SynclibTest::test_tensor_list_sync_states"
-    "tests/metrics/test_synclib.py::SynclibTest::test_tensor_dict_sync_states"
-    "tests/metrics/test_synclib.py::SynclibTest::test_tensor_sync_states"
-    # -- tests/metrics/test_toolkit.py --
-    "tests/metrics/test_toolkit.py::MetricToolkitTest::test_metric_sync"
-    "tests/metrics/test_toolkit.py::MetricCollectionToolkitTest::test_metric_collection_sync"
-
-    # Cannot access local process over IPv6 (nodename nor servname provided) even with __darwinAllowLocalNetworking
-    # Will hang, or appear to hang, with an 5 minute (default) timeout per test
-    "tests/metrics/aggregation/test_auc.py"
-    "tests/metrics/aggregation/test_cat.py"
-    "tests/metrics/aggregation/test_max.py"
-    "tests/metrics/aggregation/test_mean.py"
-    "tests/metrics/aggregation/test_min.py"
-    "tests/metrics/aggregation/test_sum.py"
-    "tests/metrics/aggregation/test_throughput.py"
-    "tests/metrics/classification/test_accuracy.py"
-    "tests/metrics/classification/test_auprc.py"
-    "tests/metrics/classification/test_auroc.py"
-    "tests/metrics/classification/test_binned_auprc.py"
-    "tests/metrics/classification/test_binned_auroc.py"
-    "tests/metrics/classification/test_binned_precision_recall_curve.py"
-    "tests/metrics/classification/test_confusion_matrix.py"
-    "tests/metrics/classification/test_f1_score.py"
-    "tests/metrics/classification/test_normalized_entropy.py"
-    "tests/metrics/classification/test_precision_recall_curve.py"
-    "tests/metrics/classification/test_precision.py"
-    "tests/metrics/classification/test_recall_at_fixed_precision.py"
-    "tests/metrics/classification/test_recall.py"
-    "tests/metrics/functional/classification/test_auroc.py"
-    "tests/metrics/ranking/test_click_through_rate.py::TestClickThroughRate::test_ctr_with_valid_input"
-    "tests/metrics/ranking/test_hit_rate.py::TestHitRate::test_hitrate_with_valid_input"
-    "tests/metrics/ranking/test_reciprocal_rank.py::TestReciprocalRank::test_mrr_with_valid_input"
-    "tests/metrics/ranking/test_retrieval_precision.py::TestRetrievalPrecision::test_retrieval_precision_multiple_updates_1_query"
-    "tests/metrics/ranking/test_retrieval_precision.py::TestRetrievalPrecision::test_retrieval_precision_multiple_updates_n_queries_without_nan"
-    "tests/metrics/ranking/test_weighted_calibration.py::TestWeightedCalibration::test_weighted_calibration_with_valid_input"
-    "tests/metrics/regression/test_mean_squared_error.py"
-    "tests/metrics/regression/test_r2_score.py"
-    "tests/metrics/test_synclib.py::SynclibTest::test_gather_uneven_multidim"
-    "tests/metrics/test_synclib.py::SynclibTest::test_gather_uneven"
-    "tests/metrics/test_synclib.py::SynclibTest::test_numeric_sync_state"
-    "tests/metrics/test_synclib.py::SynclibTest::test_sync_list_length"
-    "tests/metrics/text/test_bleu.py::TestBleu::test_bleu_multiple_examples_per_update"
-    "tests/metrics/text/test_bleu.py::TestBleu::test_bleu_multiple_updates"
-    "tests/metrics/text/test_perplexity.py::TestPerplexity::test_perplexity_with_ignore_index"
-    "tests/metrics/text/test_perplexity.py::TestPerplexity::test_perplexity"
-    "tests/metrics/text/test_word_error_rate.py::TestWordErrorRate::test_word_error_rate_with_valid_input"
-    "tests/metrics/text/test_word_information_lost.py::TestWordInformationLost::test_word_information_lost"
-    "tests/metrics/text/test_word_information_preserved.py::TestWordInformationPreserved::test_word_information_preserved_with_valid_input"
-    "tests/metrics/window/test_auroc.py"
-    "tests/metrics/window/test_click_through_rate.py::TestClickThroughRate::test_ctr_with_valid_input"
-    "tests/metrics/window/test_mean_squared_error.py"
-    "tests/metrics/window/test_normalized_entropy.py::TestWindowedBinaryNormalizedEntropy::test_ne_with_valid_input"
-    "tests/metrics/window/test_weighted_calibration.py::TestWindowedWeightedCalibration::test_weighted_calibration_with_valid_input"
-  ];
+  # Tests are very flaky and computationally intensive
+  doCheck = false;
 
   meta = {
     description = "Rich collection of performant PyTorch model metrics and tools for PyTorch model evaluations";
     homepage = "https://pytorch.org/torcheval";
-    changelog = "https://github.com/pytorch/torcheval/releases/tag/${version}";
+    changelog = "https://github.com/meta-pytorch/torcheval/releases/tag/${version}";
 
     platforms = lib.platforms.unix;
     license = [ lib.licenses.bsd3 ];