Path	Lines of Code
tests/__init__.py	1
tests/ci/albert_xxl_1x.sh	5
tests/ci/example_diff_tests.sh	2
tests/ci/fast_tests.sh	4
tests/ci/fast_tests_diffusers.sh	4
tests/ci/sentence_transformers.sh	9
tests/ci/slow_tests_1x.sh	4
tests/ci/slow_tests_8x.sh	4
tests/ci/slow_tests_deepspeed.sh	4
tests/ci/slow_tests_diffusers.sh	6
tests/ci/slow_tests_trl.sh	3
tests/clip_coco_utils.py	36
tests/create_diff_file_for_example.py	125
tests/sentence_transformers/test_training_nli.py	90
tests/sentence_transformers/test_training_paraphrases.py	105
tests/sentence_transformers/test_training_stsbenchmark.py	85
tests/test_bnb_inference.py	34
tests/test_bnb_qlora.py	103
tests/test_custom_file_input.py	167
tests/test_diffusers.py	5393
tests/test_encoder_decoder.py	184
tests/test_examples.py	834
tests/test_examples_match_transformers.py	41
tests/test_feature_extraction.py	86
tests/test_fp8_examples.py	162
tests/test_fsdp_examples.py	196
tests/test_functional_text_generation_example.py	57
tests/test_gaudi_configuration.py	59
tests/test_image_classification.py	134
tests/test_image_segmentation.py	84
tests/test_image_to_text_example.py	104
tests/test_object_detection.py	120
tests/test_object_segmentation.py	82
tests/test_openclip_vqa.py	56
tests/test_peft_inference.py	85
tests/test_pipeline.py	76
tests/test_sentence_transformers.py	57
tests/test_table_transformer.py	104
tests/test_text_generation_example.py	489
tests/test_timm.py	60
tests/test_trainer.py	2935
tests/test_trainer_distributed.py	124
tests/test_trainer_seq2seq.py	108
tests/test_trl.py	105
tests/test_video_llava.py	53
tests/test_video_mae.py	83
tests/test_zero_shot_object_detection.py	84
tests/transformers/tests/__init__.py	1
tests/transformers/tests/generation/__init__.py	1
tests/transformers/tests/generation/test_beam_constraints.py	66
tests/transformers/tests/generation/test_beam_search.py	391
tests/transformers/tests/generation/test_configuration_utils.py	151
tests/transformers/tests/generation/test_framework_agnostic.py	535
tests/transformers/tests/generation/test_logits_process.py	584
tests/transformers/tests/generation/test_stopping_criteria.py	72
tests/transformers/tests/generation/test_streamers.py	75
tests/transformers/tests/generation/test_utils.py	2375
tests/transformers/tests/models/__init__.py	1
tests/transformers/tests/models/albert/__init__.py	1
tests/transformers/tests/models/albert/test_modeling_albert.py	289
tests/transformers/tests/models/bert/__init__.py	1
tests/transformers/tests/models/bert/test_modeling_bert.py	622
tests/transformers/tests/models/bridgetower/__init__.py	1
tests/transformers/tests/models/bridgetower/test_modeling_bridgetower.py	521
tests/transformers/tests/models/distilbert/__init__.py	1
tests/transformers/tests/models/distilbert/test_modeling_distilbert.py	251
tests/transformers/tests/models/falcon/__init__.py	1
tests/transformers/tests/models/falcon/test_modeling_falcon.py	544
tests/transformers/tests/models/gpt2/__init__.py	1
tests/transformers/tests/models/gpt2/test_modeling_gpt2.py	741
tests/transformers/tests/models/gpt_neox/__init__.py	1
tests/transformers/tests/models/gpt_neox/test_modeling_gpt_neox.py	384
tests/transformers/tests/models/gptj/__init__.py	1
tests/transformers/tests/models/gptj/test_modeling_gptj.py	495
tests/transformers/tests/models/llama/__init__.py	1
tests/transformers/tests/models/llama/test_modeling_llama.py	792
tests/transformers/tests/models/mistral/__init__.py	1
tests/transformers/tests/models/mistral/test_modeling_mistral.py	709
tests/transformers/tests/models/mixtral/__init__.py	1
tests/transformers/tests/models/mixtral/test_modeling_mixtral.py	557
tests/transformers/tests/models/roberta/__init__.py	1
tests/transformers/tests/models/roberta/test_modeling_roberta.py	457
tests/transformers/tests/models/swin/__init__.py	1
tests/transformers/tests/models/swin/test_modeling_swin.py	403
tests/transformers/tests/models/t5/__init__.py	1
tests/transformers/tests/models/t5/test_modeling_t5.py	1221
tests/transformers/tests/models/vit/__init__.py	1
tests/transformers/tests/models/vit/test_modeling_vit.py	252
tests/transformers/tests/models/wav2vec2/__init__.py	1
tests/transformers/tests/models/wav2vec2/test_modeling_wav2vec2.py	1512
tests/transformers/tests/test_configuration_common.py	106
tests/transformers/tests/test_configuration_utils.py	211
tests/transformers/tests/test_modeling_common.py	1684
tests/transformers/tests/utils/__init__.py	1
tests/transformers/tests/utils/test_activations.py	48
tests/transformers/tests/utils/test_activations_tf.py	35
tests/transformers/tests/utils/test_add_new_model_like.py	754
tests/transformers/tests/utils/test_audio_utils.py	542
tests/transformers/tests/utils/test_backbone_utils.py	52
tests/transformers/tests/utils/test_cli.py	53
tests/transformers/tests/utils/test_convert_slow_tokenizer.py	25
tests/transformers/tests/utils/test_doc_samples.py	72
tests/transformers/tests/utils/test_dynamic_module_utils.py	32
tests/transformers/tests/utils/test_file_utils.py	74
tests/transformers/tests/utils/test_generic.py	148
tests/transformers/tests/utils/test_hf_argparser.py	294
tests/transformers/tests/utils/test_hub_utils.py	89
tests/transformers/tests/utils/test_image_processing_utils.py	34
tests/transformers/tests/utils/test_image_utils.py	422
tests/transformers/tests/utils/test_logging.py	75
tests/transformers/tests/utils/test_model_card.py	57
tests/transformers/tests/utils/test_model_output.py	104
tests/transformers/tests/utils/test_modeling_tf_core.py	323
tests/transformers/tests/utils/test_offline.py	78
tests/transformers/tests/utils/test_skip_decorators.py	48
tests/transformers/tests/utils/test_versions_utils.py	51
tests/transformers/utils/test_module/__init__.py	1
tests/transformers/utils/test_module/custom_configuration.py	10
tests/transformers/utils/test_module/custom_feature_extraction.py	3
tests/transformers/utils/test_module/custom_image_processing.py	3
tests/transformers/utils/test_module/custom_modeling.py	21
tests/transformers/utils/test_module/custom_pipeline.py	24
tests/transformers/utils/test_module/custom_processing.py	4
tests/transformers/utils/test_module/custom_tokenization.py	3
tests/transformers/utils/test_module/custom_tokenization_fast.py	5
tests/utils.py	63