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+ "multi-gpu": [
1315
+ "tests/models/yolos/test_modeling_yolos.py::YolosModelTest::test_model_parallelism"
1316
+ ]
1317
+ },
1318
+ "zamba": {
1319
+ "single-gpu": [
1320
+ "tests/models/zamba/test_modeling_zamba.py::ZambaModelIntegrationTest::test_simple_batched_generate_with_padding",
1321
+ "tests/models/zamba/test_modeling_zamba.py::ZambaModelIntegrationTest::test_simple_generate"
1322
+ ],
1323
+ "multi-gpu": [
1324
+ "tests/models/zamba/test_modeling_zamba.py::ZambaModelIntegrationTest::test_simple_batched_generate_with_padding",
1325
+ "tests/models/zamba/test_modeling_zamba.py::ZambaModelIntegrationTest::test_simple_generate"
1326
+ ]
1327
+ },
1328
+ "zamba2": {
1329
+ "single-gpu": [
1330
+ "tests/models/zamba2/test_modeling_zamba2.py::Zamba2ModelTest::test_sdpa_can_dispatch_on_flash",
1331
+ "tests/models/zamba2/test_modeling_zamba2.py::Zamba2ModelIntegrationTest::test_simple_batched_generate_with_padding_0_cuda"
1332
+ ],
1333
+ "multi-gpu": [
1334
+ "tests/models/zamba2/test_modeling_zamba2.py::Zamba2ModelTest::test_sdpa_can_dispatch_on_flash",
1335
+ "tests/models/zamba2/test_modeling_zamba2.py::Zamba2ModelIntegrationTest::test_simple_batched_generate_with_padding_0_cuda"
1336
+ ]
1337
+ },
1338
+ "pipelines": {
1339
+ "single-gpu": [
1340
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_simple_s2t",
1341
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt",
1342
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt_bf16",
1343
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt_fp16",
1344
+ "tests/pipelines/test_pipelines_common.py::PipelineUtilsTest::test_load_default_pipelines_pt",
1345
+ "tests/pipelines/test_pipelines_common.py::PipelineUtilsTest::test_load_default_pipelines_pt_table_qa",
1346
+ "tests/pipelines/test_pipelines_common.py::CustomPipelineTest::test_cached_pipeline_has_minimum_calls_to_head",
1347
+ "tests/pipelines/test_pipelines_common.py::CustomPipelineTest::test_custom_code_with_string_tokenizer",
1348
+ "tests/pipelines/test_pipelines_depth_estimation.py::DepthEstimationPipelineTests::test_multiprocess",
1349
+ "tests/pipelines/test_pipelines_image_segmentation.py::ImageSegmentationPipelineTests::test_maskformer",
1350
+ "tests/pipelines/test_pipelines_image_segmentation.py::ImageSegmentationPipelineTests::test_oneformer",
1351
+ "tests/pipelines/test_pipelines_image_text_to_text.py::ImageTextToTextPipelineTests::test_model_pt_chat_template",
1352
+ "tests/pipelines/test_pipelines_question_answering.py::QAPipelineTests::test_large_model_issue",
1353
+ "tests/pipelines/test_pipelines_text_to_audio.py::TextToAudioPipelineTests::test_generative_model_kwargs",
1354
+ "tests/pipelines/test_pipelines_text_to_audio.py::TextToAudioPipelineTests::test_small_musicgen_pt",
1355
+ "tests/pipelines/test_pipelines_visual_question_answering.py::VisualQuestionAnsweringPipelineTests::test_large_model_pt_blip2",
1356
+ "tests/pipelines/test_pipelines_visual_question_answering.py::VisualQuestionAnsweringPipelineTests::test_small_model_pt_blip2",
1357
+ "tests/pipelines/test_pipelines_zero_shot_image_classification.py::ZeroShotImageClassificationPipelineTests::test_small_model_pt",
1358
+ "tests/pipelines/test_pipelines_zero_shot_image_classification.py::ZeroShotImageClassificationPipelineTests::test_small_model_pt_fp16"
1359
+ ],
1360
+ "multi-gpu": [
1361
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_simple_s2t",
1362
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt",
1363
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt_bf16",
1364
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt_fp16",
1365
+ "tests/pipelines/test_pipelines_common.py::PipelineUtilsTest::test_load_default_pipelines_pt",
1366
+ "tests/pipelines/test_pipelines_common.py::PipelineUtilsTest::test_load_default_pipelines_pt_table_qa",
1367
+ "tests/pipelines/test_pipelines_common.py::CustomPipelineTest::test_cached_pipeline_has_minimum_calls_to_head",
1368
+ "tests/pipelines/test_pipelines_common.py::CustomPipelineTest::test_custom_code_with_string_tokenizer",
1369
+ "tests/pipelines/test_pipelines_depth_estimation.py::DepthEstimationPipelineTests::test_multiprocess",
1370
+ "tests/pipelines/test_pipelines_image_segmentation.py::ImageSegmentationPipelineTests::test_maskformer",
1371
+ "tests/pipelines/test_pipelines_image_segmentation.py::ImageSegmentationPipelineTests::test_oneformer",
1372
+ "tests/pipelines/test_pipelines_image_text_to_text.py::ImageTextToTextPipelineTests::test_model_pt_chat_template",
1373
+ "tests/pipelines/test_pipelines_question_answering.py::QAPipelineTests::test_large_model_issue",
1374
+ "tests/pipelines/test_pipelines_text_to_audio.py::TextToAudioPipelineTests::test_generative_model_kwargs",
1375
+ "tests/pipelines/test_pipelines_text_to_audio.py::TextToAudioPipelineTests::test_small_musicgen_pt",
1376
+ "tests/pipelines/test_pipelines_visual_question_answering.py::VisualQuestionAnsweringPipelineTests::test_large_model_pt_blip2",
1377
+ "tests/pipelines/test_pipelines_visual_question_answering.py::VisualQuestionAnsweringPipelineTests::test_small_model_pt_blip2",
1378
+ "tests/pipelines/test_pipelines_zero_shot_image_classification.py::ZeroShotImageClassificationPipelineTests::test_small_model_pt",
1379
+ "tests/pipelines/test_pipelines_zero_shot_image_classification.py::ZeroShotImageClassificationPipelineTests::test_small_model_pt_fp16",
1380
+ "tests/pipelines/test_pipelines_image_segmentation.py::ImageSegmentationPipelineTests::test_integration_torch_image_segmentation"
1381
+ ]
1382
+ },
1383
+ "quantization": {
1384
+ "single-gpu": [
1385
+ "tests/quantization/autoawq/test_awq.py::AwqConfigTest::test_wrong_backend",
1386
+ "tests/quantization/bitnet_integration/test_bitnet.py::BitNetTest::test_quantized_model",
1387
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_quantized_model",
1388
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_save_pretrained",
1389
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_save_pretrained_offload",
1390
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8LinearTest::test_linear_preserves_shape",
1391
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8LinearTest::test_linear_with_diff_feature_size_preserves_shape"
1392
+ ],
1393
+ "multi-gpu": [
1394
+ "tests/quantization/autoawq/test_awq.py::AwqConfigTest::test_wrong_backend",
1395
+ "tests/quantization/bitnet_integration/test_bitnet.py::BitNetTest::test_quantized_model",
1396
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_quantized_model",
1397
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_save_pretrained",
1398
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_save_pretrained_offload",
1399
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8LinearTest::test_linear_preserves_shape",
1400
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8LinearTest::test_linear_with_diff_feature_size_preserves_shape",
1401
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_quantized_model_multi_accelerator",
1402
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_save_pretrained_multi_accelerators"
1403
+ ]
1404
+ },
1405
+ "tensor_parallel": {
1406
+ "single-gpu": [
1407
+ "tests/tensor_parallel/test_tensor_parallel.py::TestTensorParallel::test_model_forward",
1408
+ "tests/tensor_parallel/test_tensor_parallel.py::TestTensorParallel::test_model_save"
1409
+ ],
1410
+ "multi-gpu": []
1411
+ },
1412
+ "trainer": {
1413
+ "single-gpu": [
1414
+ "tests/trainer/test_trainer.py::TrainerIntegrationTest::test_auto_batch_size_finder",
1415
+ "tests/trainer/test_trainer.py::TrainerIntegrationTest::test_torchdynamo_memory",
1416
+ "tests/trainer/test_trainer.py::TrainerHyperParameterOptunaIntegrationTest::test_hyperparameter_search",
1417
+ "tests/trainer/test_trainer.py::TrainerHyperParameterMultiObjectOptunaIntegrationTest::test_hyperparameter_search",
1418
+ "tests/trainer/test_trainer.py::TrainerHyperParameterOptunaIntegrationTestWithFullEval::test_hyperparameter_search",
1419
+ "tests/trainer/test_trainer.py::TrainerHyperParameterRayIntegrationTest::test_hyperparameter_search",
1420
+ "tests/trainer/test_trainer.py::TrainerHyperParameterRayIntegrationTest::test_hyperparameter_search_ray_client",
1421
+ "tests/trainer/test_trainer.py::TrainerHyperParameterSigOptIntegrationTest::test_hyperparameter_search"
1422
+ ],
1423
+ "multi-gpu": [
1424
+ "tests/trainer/test_trainer.py::TrainerHyperParameterOptunaIntegrationTest::test_hyperparameter_search",
1425
+ "tests/trainer/test_trainer.py::TrainerHyperParameterMultiObjectOptunaIntegrationTest::test_hyperparameter_search",
1426
+ "tests/trainer/test_trainer.py::TrainerHyperParameterOptunaIntegrationTestWithFullEval::test_hyperparameter_search",
1427
+ "tests/trainer/test_trainer.py::TrainerHyperParameterRayIntegrationTest::test_hyperparameter_search",
1428
+ "tests/trainer/test_trainer.py::TrainerHyperParameterRayIntegrationTest::test_hyperparameter_search_ray_client",
1429
+ "tests/trainer/test_trainer.py::TrainerHyperParameterSigOptIntegrationTest::test_hyperparameter_search",
1430
+ "tests/trainer/test_trainer_fsdp.py::TestFSDPTrainerTorchCompile::test_trainer",
1431
+ "tests/trainer/test_trainer.py::TrainerIntegrationPrerunTest::test_gradient_accumulation",
1432
+ "tests/trainer/test_trainer.py::TrainerIntegrationPrerunTest::test_gradient_accumulation_loss_alignment_with_loss_func",
1433
+ "tests/trainer/test_trainer.py::TrainerIntegrationPrerunTest::test_gradient_accumulation_loss_alignment_with_model_loss",
1434
+ "tests/trainer/test_trainer.py::TrainerIntegrationTest::test_can_resume_training",
1435
+ "tests/trainer/test_trainer_distributed.py::TestTrainerDistributed::test_trainer"
1436
+ ]
1437
+ }
1438
+ }