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tests/generation/test_configuration_utils.py::ConfigPushToHubTester::test_push_to_hub
dict
tests/generation/test_configuration_utils.py::ConfigPushToHubTester::test_push_to_hub_in_organization
dict
tests/generation/test_configuration_utils.py::ConfigPushToHubTester::test_push_to_hub_in_organization_via_save_pretrained
dict
tests/generation/test_configuration_utils.py::ConfigPushToHubTester::test_push_to_hub_on_pr_revision
dict
tests/generation/test_configuration_utils.py::ConfigPushToHubTester::test_push_to_hub_via_save_pretrained
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_auto_processor_creates_image_processor
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_auto_processor_creates_tokenizer
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_auto_processor_save_load
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_dynamic_processor_with_specific_dynamic_subcomponents
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_from_pretrained_dynamic_processor
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_from_pretrained_dynamic_processor_conflict
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_from_pretrained_dynamic_processor_with_extra_attributes
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_new_processor_registration
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_processor_from_local_directory_from_extractor_config
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_processor_from_local_directory_from_model_config
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_processor_from_local_directory_from_repo
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_processor_from_local_subfolder_from_repo
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_processor_from_model_shortcut
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_processor_from_processor_class
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_processor_from_tokenizer_processor_class
dict
tests/models/auto/test_processor_auto.py::AutoFeatureExtractorTest::test_subcomponent_get_config_dict_saved_as_nested_config
dict
tests/models/auto/test_processor_auto.py::ProcessorPushToHubTester::test_push_to_hub_dynamic_processor
dict
tests/models/auto/test_processor_auto.py::ProcessorPushToHubTester::test_push_to_hub_in_organization_via_save_pretrained
dict
tests/models/auto/test_processor_auto.py::ProcessorPushToHubTester::test_push_to_hub_via_save_pretrained
dict
tests/models/auto/test_processor_auto.py::ProcessorPushToHubTester::test_push_to_hub_with_chat_templates
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_args_overlap_kwargs
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_doubly_passed_kwargs
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_get_num_vision_tokens
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_image_processor_defaults_preserved_by_image_kwargs
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_kwargs_overrides_default_image_processor_kwargs
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_kwargs_overrides_default_tokenizer_kwargs
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_model_input_names
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_overlapping_text_image_kwargs_handling
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_processor_from_and_save_pretrained
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_processor_from_and_save_pretrained_as_nested_dict
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_processor_to_json_string
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_special_mm_token_truncation
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_structured_kwargs_nested
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_structured_kwargs_nested_from_dict
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_tokenizer_defaults_preserved_by_kwargs
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_unstructured_kwargs
dict
tests/models/chameleon/test_processing_chameleon.py::ChameleonProcessorTest::test_unstructured_kwargs_batched
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_apply_chat_template_assistant_mask
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_apply_chat_template_image_0
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_apply_chat_template_image_1
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_args_overlap_kwargs
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_chat_template_jinja_kwargs
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_chat_template_save_loading
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_doubly_passed_kwargs
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_image_processor_defaults_preserved_by_image_kwargs
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_kwargs_overrides_default_image_processor_kwargs
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_kwargs_overrides_default_tokenizer_kwargs
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_model_input_names
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_overlapping_text_image_kwargs_handling
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_processor_from_and_save_pretrained
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_processor_from_and_save_pretrained_as_nested_dict
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_processor_to_json_string
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_structured_kwargs_nested
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_structured_kwargs_nested_from_dict
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_tokenizer_defaults_preserved_by_kwargs
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_unstructured_kwargs
dict
tests/models/deepseek_vl/test_processing_deepseek_vl.py::DeepseekVLProcessorTest::test_unstructured_kwargs_batched
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_apply_chat_template_assistant_mask
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_apply_chat_template_image_0
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_apply_chat_template_image_1
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_args_overlap_kwargs
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_chat_template_jinja_kwargs
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_chat_template_save_loading
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_doubly_passed_kwargs
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_image_processor_defaults_preserved_by_image_kwargs
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_kwargs_overrides_default_image_processor_kwargs
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_kwargs_overrides_default_tokenizer_kwargs
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_model_input_names
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_overlapping_text_image_kwargs_handling
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_processor_from_and_save_pretrained
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_processor_from_and_save_pretrained_as_nested_dict
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_processor_to_json_string
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_structured_kwargs_nested
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_structured_kwargs_nested_from_dict
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_tokenizer_defaults_preserved_by_kwargs
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_unstructured_kwargs
dict
tests/models/deepseek_vl_hybrid/test_processing_deepseek_vl_hybrid.py::DeepseekVLHybridProcessorTest::test_unstructured_kwargs_batched
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_args_overlap_kwargs
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_doubly_passed_kwargs
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_image_processor_defaults_preserved_by_image_kwargs
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_kwargs_overrides_default_image_processor_kwargs
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_kwargs_overrides_default_tokenizer_kwargs
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_model_input_names
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_overlapping_text_image_kwargs_handling
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_processor
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_processor_from_and_save_pretrained
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_processor_from_and_save_pretrained_as_nested_dict
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_processor_to_json_string
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_save_load_pretrained_additional_features
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_structured_kwargs_nested
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_structured_kwargs_nested_from_dict
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_tokenizer_decode
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tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_tokenizer_defaults_preserved_by_kwargs
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_tokenizer_left_padding
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_tokenizer_padding
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_unstructured_kwargs
dict
tests/models/idefics/test_processing_idefics.py::IdeficsProcessorTest::test_unstructured_kwargs_batched
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_assisted_decoding_matches_greedy_search_0_random
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_assisted_decoding_matches_greedy_search_1_same
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_assisted_decoding_sample
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_attention_outputs
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_batching_equivalence
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_bc_torch_dtype
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_beam_sample_generate
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_beam_sample_generate_dict_output
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_beam_search_generate
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_beam_search_generate_dict_output
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_beam_search_generate_dict_outputs_use_cache
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_can_be_initialized_on_meta
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_can_load_ignoring_mismatched_shapes
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_can_set_attention_dynamically
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_can_use_safetensors
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_cannot_load_with_meta_device_context_manager
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_causal_lm_can_accept_training_kwargs
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_config
dict
tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_config_attn_implementation_setter
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_correct_missing_keys
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_custom_4d_attention_mask
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_determinism
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_00_fp16_pad_left_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_01_fp16_pad_left
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_02_fp16_pad_left_no_attn_mask_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_03_fp16_pad_left_no_attn_mask
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_04_fp16_pad_right_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_05_fp16_pad_right
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_06_fp16_pad_right_no_attn_mask_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_07_fp16_pad_right_no_attn_mask
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_08_fp32_pad_left_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_09_fp32_pad_left
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_10_fp32_pad_left_no_attn_mask_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_11_fp32_pad_left_no_attn_mask
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_12_fp32_pad_right_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_13_fp32_pad_right
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_14_fp32_pad_right_no_attn_mask_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_15_fp32_pad_right_no_attn_mask
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_16_bf16_pad_left_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_17_bf16_pad_left
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_18_bf16_pad_left_no_attn_mask_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_19_bf16_pad_left_no_attn_mask
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_20_bf16_pad_right_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_21_bf16_pad_right
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_22_bf16_pad_right_no_attn_mask_sdpa_kernels
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_23_bf16_pad_right_no_attn_mask
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_matches_sdpa_inference_24_fp32_pad_left_output_attentions
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_eager_padding_matches_padding_free_with_position_ids
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_feed_forward_chunking
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_forward_with_logits_to_keep
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_from_pretrained_no_checkpoint
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_compilation_all_outputs
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_compile_model_forward_fullgraph
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_continue_from_inputs_embeds
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_continue_from_past_key_values
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_from_inputs_embeds
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_from_inputs_embeds_0_greedy
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_from_inputs_embeds_1_beam_search
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_from_inputs_embeds_with_static_cache
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_from_random_inputs_embeds
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_methods_with_logits_to_keep
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_with_static_cache
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generate_without_input_ids
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_generation_tester_mixin_inheritance
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_gradient_checkpointing_backward_compatibility
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_gradient_checkpointing_enable_disable
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_greedy_generate
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_greedy_generate_dict_outputs
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_greedy_generate_dict_outputs_use_cache
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_hidden_states_output
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_inherits_generation_mixin
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_inputs_embeds
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_inputs_embeds_matches_input_ids
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_left_padding_compatibility
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_load_save_without_tied_weights
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_load_with_mismatched_shapes
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_model
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_model_get_set_embeddings
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_model_is_small
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_model_main_input_name
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_model_outputs_equivalence
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_model_rope_scaling_frequencies
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_model_rope_scaling_from_config_0_linear
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_model_rope_scaling_from_config_1_dynamic
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_model_rope_scaling_from_config_2_yarn
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_model_weights_reload_no_missing_tied_weights
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_num_layers_is_small
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_past_key_values_format
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_peft_gradient_checkpointing_enable_disable
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_prepare_inputs_for_generation_kwargs_forwards
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_problem_types
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_prompt_lookup_decoding_matches_greedy_search
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_question_answering_model
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_resize_tokens_embeddings
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_retain_grad_hidden_states_attentions
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_save_load
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_save_load_keys_to_ignore_on_save
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_sdpa_padding_matches_padding_free_with_position_ids
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_sequence_classification_model
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_sequence_classification_model_for_multi_label
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_tied_weights_keys
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_token_classification_model
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_torch_save_load
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_tp_plan_matches_params
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tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_training
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tests/models/llama/test_tokenization_llama.py::CommonSpmIntegrationTests::test_add_dummy_prefix
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tests/models/llama/test_tokenization_llama.py::CommonSpmIntegrationTests::test_remove_extra_whitespaces
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tests/models/llama/test_tokenization_llama.py::LlamaIntegrationTest::test_fast_post_processor
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tests/models/llama/test_tokenization_llama.py::LlamaIntegrationTest::test_fast_special_tokens
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tests/models/llama/test_tokenization_llama.py::LlamaIntegrationTest::test_no_differences_decode
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tests/models/llama/test_tokenization_llama.py::LlamaIntegrationTest::test_some_edge_cases
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tests/models/llama/test_tokenization_llama.py::LlamaIntegrationTest::test_special_token_special_word
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_add_prefix_space
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_add_special_tokens
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_add_tokens
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_add_tokens_tokenizer
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_alignment_methods
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_batch_encode_plus_batch_sequence_length
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_batch_encode_plus_padding
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_batch_tokenization
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_build_inputs_with_special_tokens
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_call
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_chat_template
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_chat_template_batched
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_chat_template_dict
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_chat_template_dict_saving
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_chat_template_file_priority
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_chat_template_return_assistant_tokens_mask
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_chat_template_return_assistant_tokens_mask_truncated
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_compare_add_special_tokens
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_compare_prepare_for_model
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_compare_pretokenized_inputs
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_continue_final_message
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_continue_final_message_with_decoy_earlier_message
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_continue_final_message_with_trim
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_conversion_reversible
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_convert_tokens_to_string_format
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_create_token_type_ids
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_embedded_special_tokens
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_empty_input_string
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_encode_decode_with_spaces
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_encode_plus_with_padding_0
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_encode_plus_with_padding_1
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_fast_only_inputs
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_full_tokenizer
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_get_vocab
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_internal_consistency
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_is_fast
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_jinja_loopcontrols
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_jinja_strftime
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_load_tokenizer_with_model_file_only
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_mask_output
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_max_length_equal
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_maximum_encoding_length_pair_input
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_maximum_encoding_length_single_input
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_model_input_names_signature
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_num_special_tokens_to_add_equal
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_number_of_added_tokens
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_offsets_mapping
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_padding
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_padding_different_model_input_name
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_padding_side_in_kwargs
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_padding_to_multiple_of
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_padding_with_attention_mask
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_prepare_for_model
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_prepare_seq2seq_batch
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_pretokenized_inputs
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_right_and_left_padding
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_right_and_left_truncation
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_save_and_load_tokenizer
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_save_sentencepiece_tokenizer
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_saving_tokenizer_trainer
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_sentencepiece_tokenize_and_convert_tokens_to_string
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_sentencepiece_tokenize_and_decode
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_separate_tokenizers
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_sequence_ids
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_special_token_addition
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_special_tokens_initialization
dict
tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_special_tokens_initialization_with_non_empty_additional_special_tokens
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_special_tokens_map_equal
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_special_tokens_mask
dict
tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_special_tokens_mask_input_pairs
dict
tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_split_special_tokens
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_token_type_ids
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_tokenization_python_rust_equals
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_tokenize_special_tokens
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_tokenizer_initialization_with_conflicting_key
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_tokenizer_mismatch_warning
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_tokenizer_slow_store_full_signature
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_tokenizers_common_ids_setters
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_tokenizers_common_properties
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tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_tokenizers_special_tokens_properties_unset_0
dict
tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_tokenizers_special_tokens_properties_unset_1
dict
tests/models/llama/test_tokenization_llama.py::LlamaTokenizationTest::test_truncation_side_in_kwargs
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tests/models/llama/test_tokenization_llama.py::TikTokenIntegrationTests::test_tiktoken_llama
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_apply_chat_template_assistant_mask
dict
tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_apply_chat_template_image_0
dict
tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_apply_chat_template_image_1
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_args_overlap_kwargs
dict
tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_can_load_various_tokenizers
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_chat_template_is_saved
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_chat_template_jinja_kwargs
dict
tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_chat_template_save_loading
dict
tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_doubly_passed_kwargs
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_get_num_vision_tokens
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_image_processor_defaults_preserved_by_image_kwargs
dict
tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_kwargs_overrides_default_image_processor_kwargs
dict
tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_kwargs_overrides_default_tokenizer_kwargs
dict
tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_model_input_names
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_overlapping_text_image_kwargs_handling
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_processor_from_and_save_pretrained
dict
tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_processor_from_and_save_pretrained_as_nested_dict
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_processor_to_json_string
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_special_mm_token_truncation
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_structured_kwargs_nested
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_structured_kwargs_nested_from_dict
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_tokenizer_defaults_preserved_by_kwargs
dict
tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_unstructured_kwargs
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tests/models/llava/test_processing_llava.py::LlavaProcessorTest::test_unstructured_kwargs_batched
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_apply_chat_template_assistant_mask
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_apply_chat_template_image_0
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_apply_chat_template_image_1
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_args_overlap_kwargs
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_chat_template_is_saved
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_chat_template_jinja_kwargs
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_chat_template_save_loading
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_doubly_passed_kwargs
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_get_num_vision_tokens
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_image_processor_defaults_preserved_by_image_kwargs
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_image_token_filling
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_kwargs_overrides_default_image_processor_kwargs
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_kwargs_overrides_default_tokenizer_kwargs
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_model_input_names
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_overlapping_text_image_kwargs_handling
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_processor_from_and_save_pretrained
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_processor_from_and_save_pretrained_as_nested_dict
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_processor_to_json_string
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tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_structured_kwargs_nested
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tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_structured_kwargs_nested_from_dict
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_tokenizer_defaults_preserved_by_kwargs
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_unstructured_kwargs
dict
tests/models/llava_next/test_processing_llava_next.py::LlavaNextProcessorTest::test_unstructured_kwargs_batched
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_apply_chat_template_assistant_mask
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_apply_chat_template_decoded_video_0
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_apply_chat_template_image_0
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_apply_chat_template_image_1
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tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_apply_chat_template_video_0
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_apply_chat_template_video_1
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_apply_chat_template_video_frame_sampling
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tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_args_overlap_kwargs
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_chat_template_is_saved
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_chat_template_jinja_kwargs
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_chat_template_save_loading
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_doubly_passed_kwargs
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_doubly_passed_kwargs_video
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_get_num_vision_tokens
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_image_processor_defaults_preserved_by_image_kwargs
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_image_token_filling
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_kwargs_overrides_default_image_processor_kwargs
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_kwargs_overrides_default_tokenizer_kwargs
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_kwargs_overrides_default_tokenizer_kwargs_video
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_kwargs_overrides_default_video_processor_kwargs
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_model_input_names
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_overlapping_text_image_kwargs_handling
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_processor_from_and_save_pretrained
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_processor_from_and_save_pretrained_as_nested_dict
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_processor_text_has_no_visual
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tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_processor_to_json_string
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tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_structured_kwargs_nested
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tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_structured_kwargs_nested_from_dict
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tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_structured_kwargs_nested_from_dict_video
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_structured_kwargs_nested_video
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_tokenizer_defaults_preserved_by_kwargs
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_tokenizer_defaults_preserved_by_kwargs_video
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tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_unstructured_kwargs
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tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_unstructured_kwargs_batched
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_unstructured_kwargs_batched_video
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_unstructured_kwargs_video
dict
tests/models/llava_next_video/test_processing_llava_next_video.py::LlavaNextVideoProcessorTest::test_video_processor_defaults_preserved_by_video_kwargs
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_eager_matches_sdpa_inference_16_bf16_pad_left_sdpa_kernels
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_eager_matches_sdpa_inference_17_bf16_pad_left
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_eager_matches_sdpa_inference_19_bf16_pad_left_no_attn_mask
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_eager_matches_sdpa_inference_20_bf16_pad_right_sdpa_kernels
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_eager_matches_sdpa_inference_21_bf16_pad_right
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_eager_matches_sdpa_inference_22_bf16_pad_right_no_attn_mask_sdpa_kernels
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_eager_matches_sdpa_inference_23_bf16_pad_right_no_attn_mask
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_eager_matches_sdpa_inference_24_fp32_pad_left_output_attentions
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_eager_padding_matches_padding_free_with_position_ids
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_feed_forward_chunking
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_generate_from_inputs_embeds
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_generate_from_inputs_embeds_0_greedy
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_generate_from_inputs_embeds_1_beam_search
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_generate_from_random_inputs_embeds
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_generate_methods_with_logits_to_keep
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_generate_without_input_ids
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_gradient_checkpointing_enable_disable
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_greedy_generate
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_greedy_generate_dict_outputs
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_greedy_generate_dict_outputs_use_cache
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_hidden_states_output
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_inherits_generation_mixin
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_inputs_embeds
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_inputs_embeds_matches_input_ids
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_left_padding_compatibility
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_load_balancing_loss
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_load_with_mismatched_shapes
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_model
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_model_main_input_name
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_model_outputs_equivalence
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_model_rope_scaling_frequencies
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_model_rope_scaling_from_config_0_linear
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_model_rope_scaling_from_config_2_yarn
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_model_weights_reload_no_missing_tied_weights
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_num_layers_is_small
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_past_key_values_format
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_peft_gradient_checkpointing_enable_disable
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_prepare_inputs_for_generation_kwargs_forwards
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_problem_types
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_prompt_lookup_decoding_matches_greedy_search
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_question_answering_model
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_resize_embeddings_untied
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_resize_tokens_embeddings
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_retain_grad_hidden_states_attentions
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_sample_generate
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_sample_generate_dict_output
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_save_load
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_sdpa_padding_matches_padding_free_with_position_ids
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_sequence_classification_model
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_tied_weights_keys
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_token_classification_model
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_torch_save_load
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tests/models/mixtral/test_modeling_mixtral.py::MixtralModelTest::test_training_gradient_checkpointing_use_reentrant_false
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tests/tokenization/test_tokenization_fast.py::PreTrainedTokenizationFastTest::test_batch_encode_plus_batch_sequence_length
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tests/tokenization/test_tokenization_fast.py::PreTrainedTokenizationFastTest::test_chat_template_return_assistant_tokens_mask_truncated
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tests/tokenization/test_tokenization_fast.py::PreTrainedTokenizationFastTest::test_class_after_save_and_reload
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tests/tokenization/test_tokenization_fast.py::PreTrainedTokenizationFastTest::test_compare_add_special_tokens
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tests/tokenization/test_tokenization_fast.py::PreTrainedTokenizationFastTest::test_continue_final_message
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tests/tokenization/test_tokenization_fast.py::PreTrainedTokenizationFastTest::test_padding_to_multiple_of
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tests/tokenization/test_tokenization_fast.py::PreTrainedTokenizationFastTest::test_special_tokens_initialization_with_non_empty_additional_special_tokens
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tests/tokenization/test_tokenization_fast.py::PreTrainedTokenizationFastTest::test_special_tokens_mask_input_pairs
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tests/tokenization/test_tokenization_fast.py::PreTrainedTokenizationFastTest::test_truncation_side_in_kwargs
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tests/tokenization/test_tokenization_fast.py::ReduceMutableBorrowTests::test_async_share_tokenizer
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tests/tokenization/test_tokenization_utils.py::TokenizerUtilsTest::test_decoding_single_token
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tests/tokenization/test_tokenization_utils.py::TokenizerUtilsTest::test_extra_special_tokens_multimodal
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tests/tokenization/test_tokenization_utils.py::TokenizerUtilsTest::test_instantiation_from_tokenizers
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