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unit: def disable_adapter_layers()
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unit: def inspect_matched_modules()
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unit: def _get_bucketed_scalings()
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id: 504
unit: def update_layer()
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id: 505
unit: def __init__()
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id: 506
unit: def disable_adapter_layers()
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id: 507
unit: def merge_recursively()
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id: 508
unit: def from_json_file()
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unit: def _check_forward_args()
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unit: def __init__()
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unit: def _svd_flip()
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unit: def gen_batches()
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unit: def bloom_model_postprocess_past_key_value()
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unit: def init()
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unit: def parse_and_filter()
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unit: def get_system_info()
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unit: def delete_adapter()
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unit: def save_pretrained()
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unit: def __post_init__()
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unit: def __init__()
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unit: def _set_budget_scheduler()
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id: 524
unit: def update_and_allocate()
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unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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id: 528
unit: def reset_hra_parameters()
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unit: def _create_and_replace()
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id: 530
unit: def forward()
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unit: def set_adapter()
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id: 532
unit: def _create_and_replace()
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id: 533
unit: def unmerge()
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unit: def _create_new_module()
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id: 535
unit: def _create_and_replace()
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unit: def extra_repr()
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unit: def update_layer()
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id: 538
unit: def _init_vera_A_vera_B()
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id: 539
unit: def _create_and_replace()
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id: 540
unit: def __init__()
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unit: def update_layer()
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id: 542
unit: def reset_oft_parameters()
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id: 543
unit: def check_kwargs()
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id: 544
unit: def dispatch_hqq()
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id: 545
unit: def _create_and_replace()
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unit: def _create_and_replace()
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id: 547
unit: def _restore_weights()
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id: 548
unit: def dispatch_hqq()
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id: 549
unit: def _check_dtype_supported()
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unit: def forward()
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id: 551
unit: def forward()
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unit: def unmerge()
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unit: def update_layer()
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unit: def _create_and_replace()
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id: 555
unit: def enable_adapters()
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unit: def clone_module()
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id: 557
unit: def _load_adapter_into_lora_model()
file: src/peft/tuners/xlora/model.py
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size: 9 LOC
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unit: def __init__()
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id: 559
unit: def __init__()
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id: 560
unit: def reset_adapter_parameters()
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id: 561
unit: def reset_adapter_parameters_random()
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id: 562
unit: def __init__()
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unit: def check_module()
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unit: def set_adapter()
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id: 565
unit: def fit()
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id: 566
unit: def delete_old_revisions()
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unit: def get_train_config()
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unit: def _batch_iterator()
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unit: def set_modules_to_save()
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unit: def from_pretrained()
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unit: def get_peft_model()
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unit: def _enable_peft_forward_hooks()
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unit: def delete_adapter()
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unit: def modules_to_save()
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unit: def add_adapter()
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unit: def _create_and_replace()
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unit: def get_peft_config_as_dict()
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unit: def unmerge()
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unit: def _create_and_replace()
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unit: def set_adapter()
file: src/peft/tuners/fourierft/model.py
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size: 8 LOC
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number of parameters: 2

id: 624
unit: def _prepare_adapter_config()
file: src/peft/tuners/fourierft/model.py
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size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 625
unit: def unscale_layer()
file: src/peft/tuners/lora/layer.py
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size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 626
unit: def get_delta_weight()
file: src/peft/tuners/lora/hqq.py
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size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 627
unit: def _create_and_replace()
file: src/peft/tuners/lora/model.py
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size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 628
unit: def get_peft_config_as_dict()
file: src/peft/tuners/lora/model.py
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size: 8 LOC
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number of parameters: 2

id: 629
unit: def set_adapter()
file: src/peft/tuners/lora/model.py
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size: 8 LOC
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number of parameters: 2

id: 630
unit: def _prepare_adapter_config()
file: src/peft/tuners/lora/model.py
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size: 8 LOC
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number of parameters: 2

id: 631
unit: def _generalized_task_arithmetic_weighted_adapter()
file: src/peft/tuners/lora/model.py
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size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 632
unit: def unmerge()
file: src/peft/tuners/lora/variants.py
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size: 8 LOC
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number of parameters: 3

id: 633
unit: def unmerge()
file: src/peft/tuners/lora/variants.py
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size: 8 LOC
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number of parameters: 3

id: 634
unit: def init_convd_variant()
file: src/peft/tuners/lora/variants.py
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size: 8 LOC
McCabe index: 2
number of parameters: 3

id: 635
unit: def unmerge()
file: src/peft/tuners/lora/variants.py
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size: 8 LOC
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number of parameters: 3

id: 636
unit: def get_delta_weight()
file: src/peft/tuners/lora/bnb.py
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size: 8 LOC
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number of parameters: 2

id: 637
unit: def get_delta_weight()
file: src/peft/tuners/lora/bnb.py
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size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 638
unit: def unmerge()
file: src/peft/tuners/lycoris_utils.py
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size: 8 LOC
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number of parameters: 1

id: 639
unit: def unscale_layer()
file: src/peft/tuners/lycoris_utils.py
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size: 8 LOC
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number of parameters: 2

id: 640
unit: def _create_and_replace()
file: src/peft/tuners/lycoris_utils.py
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size: 8 LOC
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id: 641
unit: def set_adapter()
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size: 8 LOC
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id: 642
unit: def _prepare_adapter_config()
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id: 643
unit: def _create_and_replace()
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id: 644
unit: def set_adapter()
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id: 645
unit: def get_peft_config_as_dict()
file: src/peft/tuners/randlora/model.py
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size: 8 LOC
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id: 646
unit: def set_adapter()
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id: 647
unit: def _prepare_adapter_config()
file: src/peft/tuners/randlora/model.py
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id: 648
unit: def __getattr__()
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size: 8 LOC
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id: 649
unit: def _create_and_replace()
file: src/peft/tuners/tuners_utils.py
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size: 8 LOC
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id: 650
unit: def _get_tied_target_modules()
file: src/peft/tuners/tuners_utils.py
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size: 8 LOC
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number of parameters: 2

id: 651
unit: def _get_available_adapters()
file: src/peft/tuners/tuners_utils.py
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size: 8 LOC
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number of parameters: 1

id: 652
unit: def _create_and_replace()
file: src/peft/tuners/xlora/model.py
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size: 8 LOC
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number of parameters: 0

id: 653
unit: def _create_and_replace()
file: src/peft/tuners/loha/model.py
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size: 8 LOC
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number of parameters: 0

id: 654
unit: def set_adapter()
file: src/peft/tuners/mixed/model.py
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size: 8 LOC
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number of parameters: 3

id: 655
unit: def _prepare_adapter_config()
file: src/peft/tuners/mixed/model.py
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size: 8 LOC
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number of parameters: 2

id: 656
unit: def shift_tokens_right()
file: src/peft/utils/other.py
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size: 8 LOC
McCabe index: 2
number of parameters: 3

id: 657
unit: def forward()
file: src/peft/utils/other.py
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size: 8 LOC
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number of parameters: 4

id: 658
unit: def enable_adapters()
file: src/peft/utils/other.py
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size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 659
unit: def _get_input_embeddings_name()
file: src/peft/utils/other.py
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size: 8 LOC
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number of parameters: 2

id: 660
unit: def _get_batch_size()
file: src/peft/utils/other.py
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size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 661
unit: def get_quantization_config()
file: src/peft/utils/other.py
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size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 662
unit: def str_to_bool()
file: src/peft/utils/other.py
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size: 8 LOC
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number of parameters: 1

id: 663
unit: def gather_params_ctx()
file: src/peft/utils/integrations.py
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size: 8 LOC
McCabe index: 2
number of parameters: 3

id: 664
unit: def create_uniform_map()
file: src/peft/utils/loftq_utils.py
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size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 665
unit: def quantize_tensor()
file: src/peft/utils/loftq_utils.py
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size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 666
unit: def _low_rank_decomposition()
file: src/peft/utils/loftq_utils.py
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size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 667
unit: def starcoder_model_postprocess_past_key_value()
file: src/peft/utils/constants.py
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size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 668
unit: def from_pretrained()
file: src/peft/auto.py
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size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 669
unit: def __init__()
file: src/peft/optimizers/lorafa.py
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size: 8 LOC
McCabe index: 1
number of parameters: 6

id: 670
unit: def export_csv()
file: method_comparison/app.py
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size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 671
unit: def get_model()
file: method_comparison/MetaMathQA/utils.py
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size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 672
unit: def __iter__()
file: method_comparison/MetaMathQA/utils.py
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size: 8 LOC
McCabe index: 4
number of parameters: 1

id: 673
unit: def get_generation_config()
file: method_comparison/MetaMathQA/run.py
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size: 8 LOC
McCabe index: 6
number of parameters: 3

id: 674
unit: def tokenize_with_answer()
file: method_comparison/MetaMathQA/data.py
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size: 8 LOC
McCabe index: 4
number of parameters: 3

id: 675
unit: def tokenize_wo_answer()
file: method_comparison/MetaMathQA/data.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 3

id: 676
unit: def load_jsons()
file: method_comparison/processing.py
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size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 677
unit: def _check_config_compatible()
file: src/peft/mixed_model.py
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size: 7 LOC
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number of parameters: 1

id: 678
unit: def print_trainable_parameters()
file: src/peft/mixed_model.py
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size: 7 LOC
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number of parameters: 1

id: 679
unit: def __getattr__()
file: src/peft/mixed_model.py
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size: 7 LOC
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number of parameters: 2

id: 680
unit: def __init__()
file: src/peft/peft_model.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 681
unit: def __getattr__()
file: src/peft/peft_model.py
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size: 7 LOC
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number of parameters: 2

id: 682
unit: def set_adapter()
file: src/peft/peft_model.py
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size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 683
unit: def check_if_peft_model()
file: src/peft/helpers.py
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size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 684
unit: def __init__()
file: src/peft/tuners/poly/router.py
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size: 7 LOC
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number of parameters: 2

id: 685
unit: def __getattr__()
file: src/peft/tuners/poly/model.py
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size: 7 LOC
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number of parameters: 2

id: 686
unit: def _manage_pre_hooks()
file: src/peft/tuners/poly/model.py
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size: 7 LOC
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number of parameters: 2

id: 687
unit: def __getattr__()
file: src/peft/tuners/adalora/model.py
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size: 7 LOC
McCabe index: 4
number of parameters: 2

id: 688
unit: def forward()
file: src/peft/tuners/prefix_tuning/model.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 689
unit: def update_layer()
file: src/peft/tuners/hra/layer.py
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size: 7 LOC
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number of parameters: 0

id: 690
unit: def scale_layer()
file: src/peft/tuners/hra/layer.py
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size: 7 LOC
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number of parameters: 2

id: 691
unit: def __getattr__()
file: src/peft/tuners/hra/model.py
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size: 7 LOC
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number of parameters: 2

id: 692
unit: def __getattr__()
file: src/peft/tuners/adaption_prompt/model.py
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size: 7 LOC
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number of parameters: 2

id: 693
unit: def get_delta_weight()
file: src/peft/tuners/vblora/layer.py
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size: 7 LOC
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number of parameters: 2

id: 694
unit: def __getattr__()
file: src/peft/tuners/vblora/model.py
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size: 7 LOC
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number of parameters: 2

id: 695
unit: def print_savable_parameters()
file: src/peft/tuners/vblora/model.py
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size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 696
unit: def scale_layer()
file: src/peft/tuners/boft/layer.py
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size: 7 LOC
McCabe index: 4
number of parameters: 2

id: 697
unit: def __getattr__()
file: src/peft/tuners/boft/model.py
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size: 7 LOC
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number of parameters: 2

id: 698
unit: def __init__()
file: src/peft/tuners/trainable_tokens/layer.py
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size: 7 LOC
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number of parameters: 0

id: 699
unit: def get_merged_weights()
file: src/peft/tuners/trainable_tokens/layer.py
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size: 7 LOC
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number of parameters: 2

id: 700
unit: def scale_layer()
file: src/peft/tuners/bone/layer.py
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size: 7 LOC
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number of parameters: 2

id: 701
unit: def __init__()
file: src/peft/tuners/bone/layer.py
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size: 7 LOC
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id: 702
unit: def __getattr__()
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size: 7 LOC
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number of parameters: 2

id: 703
unit: def __getattr__()
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size: 7 LOC
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number of parameters: 2

id: 704
unit: def __getattr__()
file: src/peft/tuners/ia3/model.py
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size: 7 LOC
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number of parameters: 2

id: 705
unit: def __init__()
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size: 7 LOC
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number of parameters: 0

id: 706
unit: def __init__()
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size: 7 LOC
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id: 707
unit: def _block_diagonal()
file: src/peft/tuners/oft/layer.py
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size: 7 LOC
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number of parameters: 3

id: 708
unit: def scale_layer()
file: src/peft/tuners/oft/layer.py
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size: 7 LOC
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number of parameters: 2

id: 709
unit: def __getattr__()
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size: 7 LOC
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number of parameters: 2

id: 710
unit: def get_delta_weight()
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size: 7 LOC
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number of parameters: 2

id: 711
unit: def __getattr__()
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size: 7 LOC
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number of parameters: 2

id: 712
unit: def scale_layer()
file: src/peft/tuners/lora/layer.py
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size: 7 LOC
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number of parameters: 2

id: 713
unit: def prepare_model_inputs_fn_language_modeling()
file: src/peft/tuners/lora/eva.py
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size: 7 LOC
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number of parameters: 2

id: 714
unit: def __getattr__()
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size: 7 LOC
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number of parameters: 2

id: 715
unit: def scale_layer()
file: src/peft/tuners/lycoris_utils.py
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size: 7 LOC
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number of parameters: 2

id: 716
unit: def __getattr__()
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size: 7 LOC
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number of parameters: 2

id: 717
unit: def __init__()
file: src/peft/tuners/ln_tuning/layer.py
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size: 7 LOC
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id: 718
unit: def __getattr__()
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size: 7 LOC
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number of parameters: 2

id: 719
unit: def __getattr__()
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size: 7 LOC
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number of parameters: 2

id: 720
unit: def _unloading_checks()
file: src/peft/tuners/tuners_utils.py
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size: 7 LOC
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number of parameters: 2

id: 721
unit: def weight()
file: src/peft/tuners/tuners_utils.py
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size: 7 LOC
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number of parameters: 1

id: 722
unit: def _all_available_adapter_names()
file: src/peft/tuners/tuners_utils.py
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size: 7 LOC
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number of parameters: 1

id: 723
unit: def _cast_input_dtype()
file: src/peft/tuners/tuners_utils.py
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size: 7 LOC
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number of parameters: 3

id: 724
unit: def __init__()
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size: 7 LOC
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number of parameters: 0

id: 725
unit: def __init__()
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size: 7 LOC
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number of parameters: 0

id: 726
unit: def __init__()
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size: 7 LOC
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number of parameters: 0

id: 727
unit: def __init__()
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size: 7 LOC
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id: 728
unit: def __getattr__()
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size: 7 LOC
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id: 729
unit: def __init__()
file: src/peft/tuners/xlora/classifier.py
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size: 7 LOC
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number of parameters: 0

id: 730
unit: def forward()
file: src/peft/tuners/xlora/classifier.py
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size: 7 LOC
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number of parameters: 0

id: 731
unit: def __getattr__()
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size: 7 LOC
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id: 732
unit: def adapter_state_dict()
file: src/peft/utils/other.py
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size: 7 LOC
McCabe index: 3
number of parameters: 3

id: 733
unit: def _getattr_wrapped()
file: src/peft/utils/other.py
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McCabe index: 4
number of parameters: 3

id: 734
unit: def _set_trainable()
file: src/peft/utils/other.py
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McCabe index: 1
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id: 735
unit: def id_tensor_storage()
file: src/peft/utils/other.py
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size: 7 LOC
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number of parameters: 1

id: 736
unit: def get_pattern_key()
file: src/peft/utils/other.py
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size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 737
unit: def magnitude_prune()
file: src/peft/utils/merge_utils.py
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size: 7 LOC
McCabe index: 2
number of parameters: 3

id: 738
unit: def dare_linear()
file: src/peft/utils/merge_utils.py
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size: 7 LOC
McCabe index: 2
number of parameters: 3

id: 739
unit: def get_hub_filename()
file: src/peft/utils/save_and_load.py
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size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 740
unit: def _skip_init_on_device()
file: src/peft/utils/integrations.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 741
unit: def _validate_lowrank_params()
file: src/peft/utils/incremental_pca.py
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size: 7 LOC
McCabe index: 4
number of parameters: 1

id: 742
unit: def _svd_fn_lowrank()
file: src/peft/utils/incremental_pca.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 743
unit: def init_cuda()
file: scripts/train_memory.py
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size: 7 LOC
McCabe index: 2
number of parameters: 0

id: 744
unit: def find_old_revisions()
file: scripts/ci_clean_cache.py
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size: 7 LOC
McCabe index: 7
number of parameters: 2

id: 745
unit: def get_meta_info()
file: method_comparison/MetaMathQA/utils.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 746
unit: def disable_adapter()
file: src/peft/mixed_model.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 747
unit: def save_pretrained()
file: src/peft/mixed_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 748
unit: def get_base_model()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 749
unit: def __init__()
file: src/peft/tuners/poly/layer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 750
unit: def __init__()
file: src/peft/tuners/adalora/layer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 751
unit: def get_delta_weight()
file: src/peft/tuners/adalora/layer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 752
unit: def _check_new_adapter_config()
file: src/peft/tuners/hra/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 2

id: 753
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/hra/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 754
unit: def _set_adapted_attentions()
file: src/peft/tuners/adaption_prompt/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 755
unit: def _check_new_adapter_config()
file: src/peft/tuners/vblora/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 2

id: 756
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/vblora/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 757
unit: def perm2mat()
file: src/peft/tuners/boft/layer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 758
unit: def cayley_batch()
file: src/peft/tuners/boft/layer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 759
unit: std::vector backward_fast_block_diag()
file: src/peft/tuners/boft/fbd/fbd_cuda.cpp
start line: 18
end line: 23
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 760
unit: def _check_new_adapter_config()
file: src/peft/tuners/boft/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 2

id: 761
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/boft/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 762
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/trainable_tokens/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 763
unit: def update_layer()
file: src/peft/tuners/bone/layer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 764
unit: def _check_new_adapter_config()
file: src/peft/tuners/bone/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 2

id: 765
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/bone/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 766
unit: def __init__()
file: src/peft/tuners/_buffer_dict.py
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size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 767
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/vera/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 768
unit: def forward()
file: src/peft/tuners/cpt/model.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 769
unit: def _check_target_module_feedforward()
file: src/peft/tuners/ia3/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 770
unit: def _pytorch_skew_symmetric()
file: src/peft/tuners/oft/layer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 771
unit: def _check_new_adapter_config()
file: src/peft/tuners/oft/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 2

id: 772
unit: def _check_merge_allowed()
file: src/peft/tuners/oft/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 773
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/oft/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 774
unit: def make_kron()
file: src/peft/tuners/lokr/layer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 775
unit: def _check_new_adapter_config()
file: src/peft/tuners/fourierft/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 2

id: 776
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/fourierft/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 777
unit: def get_device_with_meta_params()
file: src/peft/tuners/lora/eva.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 1

id: 778
unit: def target_module_check_fn_default()
file: src/peft/tuners/lora/eva.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 3

id: 779
unit: def __init__()
file: src/peft/tuners/lora/torchao.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 780
unit: def calib_cov_distribution()
file: src/peft/tuners/lora/corda.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 781
unit: def _check_new_adapter_config()
file: src/peft/tuners/lora/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 2

id: 782
unit: def _check_merge_allowed()
file: src/peft/tuners/lora/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 783
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/lora/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 784
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 785
unit: def _mark_only_adapters_as_trainable()
file: src/peft/tuners/ln_tuning/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 786
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/ln_tuning/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 787
unit: def get_delta_weight()
file: src/peft/tuners/randlora/layer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 788
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/randlora/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 789
unit: def get_delta_weight()
file: src/peft/tuners/randlora/bnb.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 790
unit: def get_delta_weight()
file: src/peft/tuners/randlora/bnb.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 791
unit: def __init__()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 792
unit: def merge_adapter()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 793
unit: def _maybe_freeze_all_adapters()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 1

id: 794
unit: def make_dummy_scalings()
file: src/peft/tuners/xlora/classifier.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 795
unit: def _set_override_scaling_pass_value()
file: src/peft/tuners/xlora/classifier.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 796
unit: def _unload_and_optionally_merge()
file: src/peft/tuners/mixed/model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 797
unit: def _check_and_remove_unused_kwargs()
file: src/peft/config.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 798
unit: def __init__()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 799
unit: def adapter_state_dict()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 3

id: 800
unit: def transpose()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 801
unit: def _is_valid_match()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 802
unit: def cast_mixed_precision_params()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 803
unit: def magnitude_based_pruning()
file: src/peft/utils/merge_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 804
unit: def random_pruning()
file: src/peft/utils/merge_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 805
unit: def task_arithmetic()
file: src/peft/utils/merge_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 806
unit: def set_peft_model_state_dict()
file: src/peft/utils/save_and_load.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 807
unit: def check_deepspeed_zero3_enabled()
file: src/peft/utils/integrations.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 0

id: 808
unit: def get_bnb_param_type()
file: src/peft/utils/integrations.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 809
unit: def skip_init_on_device()
file: src/peft/utils/integrations.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 810
unit: def prepare_model_for_compiled_hotswap()
file: src/peft/utils/hotswap.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 811
unit: def hotswap_adapter_from_state_dict()
file: src/peft/utils/hotswap.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 812
unit: def dequantize_tensor()
file: src/peft/utils/loftq_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 813
unit: def __init__()
file: src/peft/auto.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 814
unit: def get_tokenizer()
file: method_comparison/MetaMathQA/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 815
unit: def get_base_model()
file: method_comparison/MetaMathQA/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 816
unit: def __init__()
file: method_comparison/MetaMathQA/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 6

id: 817
unit: def get_base_model_info()
file: method_comparison/MetaMathQA/utils.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 818
unit: def get_dataset_info()
file: method_comparison/MetaMathQA/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 819
unit: def get_peft_branch()
file: method_comparison/MetaMathQA/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 820
unit: def peft_config()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 821
unit: def print_trainable_parameters()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 822
unit: def is_bnb_4bit_available()
file: src/peft/import_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 0

id: 823
unit: def reset_lora_parameters()
file: src/peft/tuners/adalora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 824
unit: def unscale_layer()
file: src/peft/tuners/hra/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 825
unit: def reset_vblora_logits()
file: src/peft/tuners/vblora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 826
unit: def unscale_layer()
file: src/peft/tuners/boft/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 827
unit: std::vector forward_fast_block_diag()
file: src/peft/tuners/boft/fbd/fbd_cuda.cpp
start line: 9
end line: 13
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 828
unit: def __getattr__()
file: src/peft/tuners/trainable_tokens/model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 829
unit: def unscale_layer()
file: src/peft/tuners/bone/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 830
unit: def pop()
file: src/peft/tuners/_buffer_dict.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 831
unit: def reset_vera_parameters()
file: src/peft/tuners/vera/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 832
unit: def add_weighted_adapter()
file: src/peft/tuners/ia3/model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 833
unit: def unscale_layer()
file: src/peft/tuners/oft/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 834
unit: def dispatch_default()
file: src/peft/tuners/oft/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 835
unit: def __init__()
file: src/peft/tuners/oft/inc.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 836
unit: def resolve_lora_variant()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 837
unit: def resolve_lora_variant()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 838
unit: def __init__()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 839
unit: def resolve_lora_variant()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 840
unit: def __init__()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 841
unit: def resolve_lora_variant()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 842
unit: def __init__()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 843
unit: def resolve_lora_variant()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 844
unit: def dispatch_default()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 845
unit: def __post_init__()
file: src/peft/tuners/lora/config.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 4
number of parameters: 1

id: 846
unit: def resolve_lora_variant()
file: src/peft/tuners/lora/hqq.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 847
unit: def __init__()
file: src/peft/tuners/lora/eva.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 848
unit: def __init__()
file: src/peft/tuners/lora/eva.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 849
unit: def find_equal_values()
file: src/peft/tuners/lora/eva.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 4
number of parameters: 1

id: 850
unit: def dispatch_torchao()
file: src/peft/tuners/lora/torchao.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 851
unit: def preprocess_corda()
file: src/peft/tuners/lora/corda.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 852
unit: def dispatch_megatron()
file: src/peft/tuners/lora/tp_layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 853
unit: def get_weight_norm()
file: src/peft/tuners/lora/dora.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 854
unit: def get_weight_norm()
file: src/peft/tuners/lora/dora.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 855
unit: def __init__()
file: src/peft/tuners/lora/inc.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 856
unit: def resolve_lora_variant()
file: src/peft/tuners/lora/bnb.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 857
unit: def resolve_lora_variant()
file: src/peft/tuners/lora/bnb.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 858
unit: def _init_empty_weights()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 859
unit: def _create_new_module()
file: src/peft/tuners/ln_tuning/model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 860
unit: def reset_randlora_parameters()
file: src/peft/tuners/randlora/layer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 861
unit: def unmerge_adapter()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 862
unit: def get_model_config()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 863
unit: def get_base_layer()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 864
unit: def generate()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 865
unit: def forward()
file: src/peft/tuners/loha/layer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 8

id: 866
unit: def _create_and_replace()
file: src/peft/tuners/mixed/model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 867
unit: def __post_init__()
file: src/peft/config.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 4
number of parameters: 1

id: 868
unit: def enable_adapters()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 869
unit: def _get_submodules()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 870
unit: def ties()
file: src/peft/utils/merge_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 871
unit: def dare_ties()
file: src/peft/utils/merge_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 872
unit: def get_embedding_layer_name()
file: src/peft/utils/save_and_load.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 5
number of parameters: 3

id: 873
unit: def replace_lora_weights_loftq()
file: src/peft/utils/loftq_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 874
unit: def get_filtered_dataset()
file: method_comparison/MetaMathQA/data.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 4
number of parameters: 4

id: 875
unit: def load_adapter()
file: src/peft/mixed_model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 876
unit: def peft_config()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 877
unit: def forward()
file: src/peft/peft_model.py
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end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 3

id: 878
unit: def generate()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 3

id: 879
unit: def _get_base_model_class()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 880
unit: def _mark_only_adapters_as_trainable()
file: src/peft/tuners/poly/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 881
unit: def _set_adapter_layers()
file: src/peft/tuners/poly/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 882
unit: def set_adapter()
file: src/peft/tuners/poly/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 883
unit: def reset_ipt()
file: src/peft/tuners/adalora/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 884
unit: def _combine_ipt()
file: src/peft/tuners/adalora/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 885
unit: def _set_adapter_layers()
file: src/peft/tuners/hra/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 886
unit: def llama_rotate_half()
file: src/peft/tuners/adaption_prompt/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 887
unit: def _mark_only_adaption_prompts_as_trainable()
file: src/peft/tuners/adaption_prompt/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 888
unit: def _get_low_rank_matrix()
file: src/peft/tuners/vblora/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 889
unit: def _init_vblora_vector_bank()
file: src/peft/tuners/vblora/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 890
unit: def _set_adapter_layers()
file: src/peft/tuners/vblora/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 891
unit: def forward()
file: src/peft/tuners/boft/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 892
unit: def backward()
file: src/peft/tuners/boft/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 893
unit: def set_scale()
file: src/peft/tuners/boft/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 894
unit: def _set_adapter_layers()
file: src/peft/tuners/boft/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 895
unit: def tied_adapter()
file: src/peft/tuners/trainable_tokens/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 896
unit: def _prepare_adapter_config()
file: src/peft/tuners/trainable_tokens/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 897
unit: def _mark_only_adapters_as_trainable()
file: src/peft/tuners/trainable_tokens/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 898
unit: def _set_adapter_layers()
file: src/peft/tuners/trainable_tokens/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 899
unit: def _set_adapter_layers()
file: src/peft/tuners/bone/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 900
unit: def _set_adapter_layers()
file: src/peft/tuners/vera/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 901
unit: def __init__()
file: src/peft/tuners/ia3/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 902
unit: def __init__()
file: src/peft/tuners/ia3/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 903
unit: def _mark_only_adapters_as_trainable()
file: src/peft/tuners/ia3/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 904
unit: def _set_adapter_layers()
file: src/peft/tuners/ia3/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 905
unit: def dispatch_aqlm()
file: src/peft/tuners/oft/aqlm.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 906
unit: def _pytorch_skew_symmetric_inv()
file: src/peft/tuners/oft/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 907
unit: def set_scale()
file: src/peft/tuners/oft/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 908
unit: def dispatch_awq()
file: src/peft/tuners/oft/awq.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 909
unit: def dispatch_eetq()
file: src/peft/tuners/oft/eetq.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 910
unit: def _set_adapter_layers()
file: src/peft/tuners/oft/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 911
unit: def dispatch_gptq()
file: src/peft/tuners/oft/gptq.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 912
unit: def _set_adapter_layers()
file: src/peft/tuners/fourierft/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 913
unit: def dispatch_aqlm()
file: src/peft/tuners/lora/aqlm.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 914
unit: def set_scale()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 915
unit: def _check_forward_args()
file: src/peft/tuners/lora/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 916
unit: def to_dict()
file: src/peft/tuners/lora/config.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 917
unit: def _register_custom_module()
file: src/peft/tuners/lora/config.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 918
unit: def dispatch_awq()
file: src/peft/tuners/lora/awq.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 919
unit: def __call__()
file: src/peft/tuners/lora/eva.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 920
unit: def _load_eva_state_dict()
file: src/peft/tuners/lora/eva.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 921
unit: def target_modules()
file: src/peft/tuners/lora/corda.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 4
number of parameters: 2

id: 922
unit: def get_model_device()
file: src/peft/tuners/lora/corda.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 923
unit: def collect_eigens()
file: src/peft/tuners/lora/corda.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 924
unit: def dispatch_eetq()
file: src/peft/tuners/lora/eetq.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 925
unit: def _prepare_model()
file: src/peft/tuners/lora/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 926
unit: def _set_adapter_layers()
file: src/peft/tuners/lora/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 927
unit: def dispatch_gptq()
file: src/peft/tuners/lora/gptq.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 928
unit: def set_scale()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 929
unit: def _mark_only_adapters_as_trainable()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 930
unit: def _prepare_adapter_config()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 931
unit: def _set_adapter_layers()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 932
unit: def _set_adapter_layers()
file: src/peft/tuners/ln_tuning/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 933
unit: def forward()
file: src/peft/tuners/randlora/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 934
unit: def _set_adapter_layers()
file: src/peft/tuners/randlora/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 935
unit: def active_adapters()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 936
unit: def _delete_auxiliary_adapter()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 3

id: 937
unit: def active_adapters()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 938
unit: def convert_layers_to_xlora()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 939
unit: def __init__()
file: src/peft/tuners/xlora/classifier.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 940
unit: def forward()
file: src/peft/tuners/loha/layer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 6

id: 941
unit: def _set_adapter_layers()
file: src/peft/tuners/mixed/model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 942
unit: def _get_peft_type()
file: src/peft/config.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 943
unit: def active_adapters()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 944
unit: def _forward_wrapped()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 945
unit: def adapter_state_dict_load_map()
file: src/peft/utils/other.py
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end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 946
unit: def _forward_wrapped()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 947
unit: def update()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 948
unit: def adapter_state_dict_load_map()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 949
unit: def _freeze_adapter()
file: src/peft/utils/other.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 950
unit: def reshape_weight_task_tensors()
file: src/peft/utils/merge_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 951
unit: def disjoint_merge()
file: src/peft/utils/merge_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 952
unit: def renamed_dora_weights()
file: src/peft/utils/save_and_load.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 953
unit: def renamed_dora_weights()
file: src/peft/utils/save_and_load.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 954
unit: def get_git_hash()
file: method_comparison/MetaMathQA/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 955
unit: def merge_and_unload()
file: src/peft/mixed_model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 956
unit: def prepare_model_for_gradient_checkpointing()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 957
unit: def __repr__()
file: src/peft/tuners/poly/layer.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 958
unit: def forward()
file: src/peft/tuners/poly/model.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 959
unit: def generate()
file: src/peft/tuners/poly/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 960
unit: def __repr__()
file: src/peft/tuners/adalora/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 961
unit: def __repr__()
file: src/peft/tuners/adalora/bnb.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 962
unit: def __repr__()
file: src/peft/tuners/adalora/bnb.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 963
unit: def __post_init__()
file: src/peft/tuners/prefix_tuning/config.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 964
unit: def __repr__()
file: src/peft/tuners/hra/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 965
unit: def __repr__()
file: src/peft/tuners/hra/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 966
unit: def __post_init__()
file: src/peft/tuners/multitask_prompt_tuning/config.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 967
unit: def __post_init__()
file: src/peft/tuners/adaption_prompt/config.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 968
unit: def prepare_config()
file: src/peft/tuners/adaption_prompt/config.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 969
unit: def enable_adapter_layers()
file: src/peft/tuners/adaption_prompt/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 970
unit: def disable_adapter_layers()
file: src/peft/tuners/adaption_prompt/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 971
unit: def __init__()
file: src/peft/tuners/boft/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 972
unit: def __repr__()
file: src/peft/tuners/boft/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 973
unit: def __repr__()
file: src/peft/tuners/boft/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 974
unit: def __repr__()
file: src/peft/tuners/bone/layer.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 975
unit: def keys()
file: src/peft/tuners/_buffer_dict.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 976
unit: def items()
file: src/peft/tuners/_buffer_dict.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 977
unit: def values()
file: src/peft/tuners/_buffer_dict.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 978
unit: def __repr__()
file: src/peft/tuners/vera/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 979
unit: def _kaiming_init()
file: src/peft/tuners/vera/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 980
unit: def __repr__()
file: src/peft/tuners/vera/bnb.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 981
unit: def __repr__()
file: src/peft/tuners/vera/bnb.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 982
unit: def forward()
file: src/peft/tuners/prompt_tuning/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 983
unit: def reset_ia3_parameters()
file: src/peft/tuners/ia3/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 984
unit: def merge_and_unload()
file: src/peft/tuners/ia3/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 985
unit: def __repr__()
file: src/peft/tuners/ia3/bnb.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 986
unit: def __repr__()
file: src/peft/tuners/ia3/bnb.py
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end line: 0
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unit: def __repr__()
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size: 3 LOC
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number of parameters: 1

id: 988
unit: def __init__()
file: src/peft/tuners/oft/layer.py
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size: 3 LOC
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number of parameters: 2

id: 989
unit: def __repr__()
file: src/peft/tuners/oft/layer.py
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size: 3 LOC
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number of parameters: 1

id: 990
unit: def __repr__()
file: src/peft/tuners/oft/layer.py
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size: 3 LOC
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number of parameters: 1

id: 991
unit: def __repr__()
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size: 3 LOC
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number of parameters: 1

id: 992
unit: def __repr__()
file: src/peft/tuners/oft/hqq.py
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size: 3 LOC
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number of parameters: 1

id: 993
unit: def __repr__()
file: src/peft/tuners/oft/eetq.py
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size: 3 LOC
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number of parameters: 1

id: 994
unit: def __repr__()
file: src/peft/tuners/oft/gptq.py
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size: 3 LOC
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number of parameters: 1

id: 995
unit: def __repr__()
file: src/peft/tuners/oft/bnb.py
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size: 3 LOC
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number of parameters: 1

id: 996
unit: def __repr__()
file: src/peft/tuners/oft/bnb.py
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size: 3 LOC
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number of parameters: 1

id: 997
unit: def __repr__()
file: src/peft/tuners/lokr/layer.py
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size: 3 LOC
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number of parameters: 1

id: 998
unit: def __repr__()
file: src/peft/tuners/lokr/layer.py
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size: 3 LOC
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number of parameters: 1

id: 999
unit: def make_weight_cp()
file: src/peft/tuners/lokr/layer.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1000
unit: def reset_fourier_parameters()
file: src/peft/tuners/fourierft/layer.py
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size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1001
unit: def __repr__()
file: src/peft/tuners/fourierft/layer.py
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size: 3 LOC
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number of parameters: 1

id: 1002
unit: def __repr__()
file: src/peft/tuners/lora/aqlm.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1003
unit: def _cache_pop()
file: src/peft/tuners/lora/layer.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1004
unit: def __repr__()
file: src/peft/tuners/lora/layer.py
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size: 3 LOC
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number of parameters: 1

id: 1005
unit: def __repr__()
file: src/peft/tuners/lora/layer.py
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size: 3 LOC
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number of parameters: 1

id: 1006
unit: def __repr__()
file: src/peft/tuners/lora/layer.py
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size: 3 LOC
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number of parameters: 1

id: 1007
unit: def update_layer()
file: src/peft/tuners/lora/layer.py
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size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1008
unit: def state_dict()
file: src/peft/tuners/lora/layer.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1009
unit: def named_modules()
file: src/peft/tuners/lora/layer.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1010
unit: def __repr__()
file: src/peft/tuners/lora/layer.py
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size: 3 LOC
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number of parameters: 1

id: 1011
unit: def __repr__()
file: src/peft/tuners/lora/awq.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1012
unit: def __repr__()
file: src/peft/tuners/lora/hqq.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1013
unit: def __init__()
file: src/peft/tuners/lora/eva.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1014
unit: def target_module_check_fn_peft_model()
file: src/peft/tuners/lora/eva.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1015
unit: def __repr__()
file: src/peft/tuners/lora/torchao.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1016
unit: def collect_eigens_for_layer()
file: src/peft/tuners/lora/corda.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1017
unit: def __repr__()
file: src/peft/tuners/lora/tp_layer.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1018
unit: def __init__()
file: src/peft/tuners/lora/dora.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1019
unit: def __repr__()
file: src/peft/tuners/lora/dora.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1020
unit: def __repr__()
file: src/peft/tuners/lora/dora.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1021
unit: def __repr__()
file: src/peft/tuners/lora/dora.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1022
unit: def __init__()
file: src/peft/tuners/lora/dora.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1023
unit: def __init__()
file: src/peft/tuners/lora/dora.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1024
unit: def __init__()
file: src/peft/tuners/lora/dora.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1025
unit: def __repr__()
file: src/peft/tuners/lora/eetq.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1026
unit: def _adapter_names_pre_forward_hook()
file: src/peft/tuners/lora/model.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1027
unit: def init()
file: src/peft/tuners/lora/variants.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1028
unit: def init()
file: src/peft/tuners/lora/variants.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1029
unit: def init()
file: src/peft/tuners/lora/variants.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1030
unit: def __repr__()
file: src/peft/tuners/lora/gptq.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1031
unit: def __repr__()
file: src/peft/tuners/lora/bnb.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1032
unit: def __repr__()
file: src/peft/tuners/lora/bnb.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1033
unit: def __post_init__()
file: src/peft/tuners/p_tuning/config.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1034
unit: def __repr__()
file: src/peft/tuners/ln_tuning/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1035
unit: def __post_init__()
file: src/peft/tuners/ln_tuning/config.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1036
unit: def __repr__()
file: src/peft/tuners/randlora/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1037
unit: def _kaiming_init()
file: src/peft/tuners/randlora/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1038
unit: def __repr__()
file: src/peft/tuners/randlora/bnb.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1039
unit: def __repr__()
file: src/peft/tuners/randlora/bnb.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1040
unit: def _pre_injection_hook()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1041
unit: def _prepare_adapter_config()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1042
unit: def _prepare_model()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1043
unit: def _check_target_module_exists()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1044
unit: def _mark_only_adapters_as_trainable()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1045
unit: def bias()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1046
unit: def generate_suffixes()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1047
unit: def apply_scalings_to_x()
file: src/peft/tuners/xlora/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1048
unit: def set_topk_lora()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1049
unit: def set_global_scaling_weight()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1050
unit: def set_scaling_pass_value()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1051
unit: def get_global_scaling_weight()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1052
unit: def get_scalings_log()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1053
unit: def enable_scalings_logging()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1054
unit: def disable_scalings_logging()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1055
unit: def clear_scalings_log()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1056
unit: def get_bucketed_scalings_log()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1057
unit: def forward()
file: src/peft/tuners/xlora/classifier.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1058
unit: def __repr__()
file: src/peft/tuners/loha/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1059
unit: def __repr__()
file: src/peft/tuners/loha/layer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1060
unit: def to_dict()
file: src/peft/config.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1061
unit: def is_prompt_learning()
file: src/peft/config.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1062
unit: def is_prompt_learning()
file: src/peft/config.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1063
unit: def update()
file: src/peft/utils/other.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1064
unit: def init_modules()
file: src/peft/utils/other.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1065
unit: def enable_adapters()
file: src/peft/utils/other.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1066
unit: def set_adapter()
file: src/peft/utils/other.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1067
unit: def init_empty_weights()
file: src/peft/utils/integrations.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1068
unit: def transform()
file: src/peft/utils/incremental_pca.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1069
unit: def get_model_ids()
file: method_comparison/app.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1070
unit: def filter_data()
file: method_comparison/app.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1071
unit: def print_verbose()
file: method_comparison/MetaMathQA/run.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1072
unit: def peft_config()
file: src/peft/mixed_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1073
unit: def active_adapter()
file: src/peft/mixed_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1074
unit: def active_adapters()
file: src/peft/mixed_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1075
unit: def forward()
file: src/peft/mixed_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1076
unit: def generate()
file: src/peft/mixed_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1077
unit: def unload()
file: src/peft/mixed_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1078
unit: def get_layer_status()
file: src/peft/mixed_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1079
unit: def get_model_status()
file: src/peft/mixed_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1080
unit: def _split_kwargs()
file: src/peft/mixed_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1081
unit: def _check_new_adapter_config()
file: src/peft/mixed_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1082
unit: def create_or_update_model_card()
file: src/peft/mixed_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1083
unit: def get_prompt()
file: src/peft/peft_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1084
unit: def get_layer_status()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1085
unit: def get_model_status()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1086
unit: def base_model_torch_dtype()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1087
unit: def active_peft_config()
file: src/peft/peft_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1088
unit: def __init__()
file: src/peft/peft_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1089
unit: def __init__()
file: src/peft/peft_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1090
unit: def __init__()
file: src/peft/peft_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1091
unit: def __init__()
file: src/peft/peft_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1092
unit: def __init__()
file: src/peft/peft_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1093
unit: def __init__()
file: src/peft/peft_model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 1094
unit: def is_bnb_available()
file: src/peft/import_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1095
unit: def is_optimum_available()
file: src/peft/import_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1096
unit: def is_aqlm_available()
file: src/peft/import_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1097
unit: def is_auto_awq_available()
file: src/peft/import_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1098
unit: def is_eetq_available()
file: src/peft/import_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1099
unit: def is_hqq_available()
file: src/peft/import_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1100
unit: def is_inc_available()
file: src/peft/import_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1101
unit: def is_diffusers_available()
file: src/peft/import_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1102
unit: def reset()
file: src/peft/tuners/poly/router.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1103
unit: def __init__()
file: src/peft/tuners/poly/model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1104
unit: def _check_target_module_exists()
file: src/peft/tuners/poly/model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1105
unit: def enable_adapter_layers()
file: src/peft/tuners/poly/model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1106
unit: def disable_adapter_layers()
file: src/peft/tuners/poly/model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1107
unit: def set_total_step()
file: src/peft/tuners/adalora/layer.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1108
unit: def _element_score()
file: src/peft/tuners/adalora/layer.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1109
unit: def add_weighted_adapter()
file: src/peft/tuners/adalora/model.py
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end line: 0
size: 2 LOC
McCabe index: 1
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id: 1110
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unit: def get_delta_weight()
file: src/peft/tuners/lora/variants.py
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number of parameters: 2

id: 1232
unit: def merge_safe()
file: src/peft/tuners/lora/variants.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1233
unit: def merge_unsafe()
file: src/peft/tuners/lora/variants.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1234
unit: def unmerge()
file: src/peft/tuners/lora/variants.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1235
unit: def merge()
file: src/peft/tuners/lora/inc.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1236
unit: def unmerge()
file: src/peft/tuners/lora/inc.py
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size: 2 LOC
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number of parameters: 1

id: 1237
unit: def _mixed_batch_forward()
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size: 2 LOC
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number of parameters: 0

id: 1238
unit: def _mixed_batch_forward()
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size: 2 LOC
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id: 1239
unit: def __init__()
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number of parameters: 5

id: 1240
unit: def _check_target_module_exists()
file: src/peft/tuners/lycoris_utils.py
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size: 2 LOC
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number of parameters: 2

id: 1241
unit: def enable_adapter_layers()
file: src/peft/tuners/lycoris_utils.py
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number of parameters: 1

id: 1242
unit: def disable_adapter_layers()
file: src/peft/tuners/lycoris_utils.py
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id: 1243
unit: def merge_and_unload()
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id: 1244
unit: def unload()
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id: 1245
unit: def update_layer()
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id: 1246
unit: def __init__()
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unit: def _check_target_module_exists()
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id: 1248
unit: def enable_adapter_layers()
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unit: def disable_adapter_layers()
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id: 1250
unit: def unload()
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id: 1253
unit: def merged()
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id: 1254
unit: def __init__()
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unit: def _check_target_module_exists()
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id: 1256
unit: def enable_adapter_layers()
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id: 1257
unit: def merge_and_unload()
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id: 1258
unit: def unload()
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id: 1259
unit: def forward()
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number of parameters: 3

id: 1260
unit: def disable_adapter_layers()
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id: 1261
unit: def enable_adapter_layers()
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id: 1262
unit: def _check_new_adapter_config()
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1263
unit: def _check_target_module_compatiblity()
file: src/peft/tuners/tuners_utils.py
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size: 2 LOC
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number of parameters: 4

id: 1264
unit: def inject_adapter()
file: src/peft/tuners/tuners_utils.py
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size: 2 LOC
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number of parameters: 0

id: 1265
unit: def merge()
file: src/peft/tuners/tuners_utils.py
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number of parameters: 3

id: 1266
unit: def unmerge()
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size: 2 LOC
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number of parameters: 1

id: 1267
unit: def merged()
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size: 2 LOC
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number of parameters: 1

id: 1268
unit: def disable_adapters()
file: src/peft/tuners/tuners_utils.py
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size: 2 LOC
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number of parameters: 1

id: 1269
unit: def active_adapter()
file: src/peft/tuners/tuners_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1270
unit: def _find_minimal_target_modules()
file: src/peft/tuners/tuners_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1271
unit: def __bool__()
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1272
unit: def _prepare_adapter_config()
file: src/peft/tuners/xlora/model.py
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size: 2 LOC
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number of parameters: 2

id: 1273
unit: def enable_adapter_layers()
file: src/peft/tuners/xlora/model.py
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number of parameters: 1

id: 1274
unit: def disable_adapter_layers()
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size: 2 LOC
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number of parameters: 1

id: 1275
unit: def _check_target_module_exists()
file: src/peft/tuners/xlora/model.py
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size: 2 LOC
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id: 1276
unit: def forward()
file: src/peft/tuners/xlora/model.py
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number of parameters: 3

id: 1277
unit: def get_latest_scalings()
file: src/peft/tuners/xlora/model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1278
unit: def _available_adapters()
file: src/peft/tuners/loha/layer.py
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size: 2 LOC
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number of parameters: 1

id: 1279
unit: def _get_delta_activations()
file: src/peft/tuners/loha/layer.py
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size: 2 LOC
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number of parameters: 0

id: 1280
unit: def _get_delta_activations()
file: src/peft/tuners/loha/layer.py
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size: 2 LOC
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number of parameters: 0

id: 1281
unit: def make_weight()
file: src/peft/tuners/loha/layer.py
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size: 2 LOC
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number of parameters: 5

id: 1282
unit: def make_weight_cp()
file: src/peft/tuners/loha/layer.py
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size: 2 LOC
McCabe index: 1
number of parameters: 7

id: 1283
unit: def __init__()
file: src/peft/tuners/mixed/model.py
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size: 2 LOC
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number of parameters: 4

id: 1284
unit: def _check_target_module_exists()
file: src/peft/tuners/mixed/model.py
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size: 2 LOC
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number of parameters: 2

id: 1285
unit: def enable_adapter_layers()
file: src/peft/tuners/mixed/model.py
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size: 2 LOC
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number of parameters: 1

id: 1286
unit: def add_weighted_adapter()
file: src/peft/tuners/mixed/model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1287
unit: def merge_and_unload()
file: src/peft/tuners/mixed/model.py
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size: 2 LOC
McCabe index: 1
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id: 1288
unit: def unload()
file: src/peft/tuners/mixed/model.py
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McCabe index: 1
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id: 1289
unit: def generate()
file: src/peft/tuners/mixed/model.py
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McCabe index: 1
number of parameters: 3

id: 1290
unit: def check_kwargs()
file: src/peft/config.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1291
unit: def is_adaption_prompt()
file: src/peft/config.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1292
unit: def init_modules()
file: src/peft/utils/other.py
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McCabe index: 1
number of parameters: 3

id: 1293
unit: def _error_message_name()
file: src/peft/utils/other.py
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McCabe index: 1
number of parameters: 1

id: 1294
unit: def disable_adapters()
file: src/peft/utils/other.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1295
unit: def active_adapter()
file: src/peft/utils/other.py
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McCabe index: 1
number of parameters: 1

id: 1296
unit: def _hasattr_wrapped()
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McCabe index: 1
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id: 1297
unit: def _getattr_wrapped()
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id: 1298
unit: def _forward_wrapped()
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id: 1299
unit: def _forward_wrapped_mixed_batch()
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id: 1300
unit: def _forward_wrapped_passthrough()
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id: 1301
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McCabe index: 1
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id: 1302
unit: def delete_adapter()
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id: 1303
unit: def adapter_state_dict()
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id: 1304
unit: def adapter_state_dict_load_map()
file: src/peft/utils/other.py
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id: 1305
unit: def unload_and_optionally_merge_module()
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id: 1306
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id: 1308
unit: def _error_message_name()
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id: 1309
unit: def _forward_wrapped_mixed_batch()
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id: 1310
unit: def _forward_wrapped_passthrough()
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id: 1311
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id: 1315
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id: 1317
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id: 1318
unit: def _forward_wrapped_passthrough()
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id: 1319
unit: def unload_and_optionally_merge_module()
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id: 1320
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file: src/peft/utils/other.py
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id: 1321
unit: def prune()
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id: 1322
unit: def calculate_majority_sign_mask()
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id: 1323
unit: def has_valid_embedding_base_layer()
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id: 1324
unit: def get_peft_model_state_dict()
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id: 1325
unit: def _find_mismatched_keys()
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id: 1326
unit: def _insert_adapter_name_into_state_dict()
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id: 1327
unit: def torch_load()
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id: 1328
unit: def load_peft_weights()
file: src/peft/utils/save_and_load.py
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id: 1329
unit: def _svd_fn_full()
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id: 1330
unit: def _incremental_mean_and_var()
file: src/peft/utils/incremental_pca.py
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id: 1331
unit: def register_peft_method()
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number of parameters: 0

id: 1332
unit: def create_loraplus_optimizer()
file: src/peft/optimizers/loraplus.py
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id: 1333
unit: def create_lorafa_optimizer()
file: src/peft/optimizers/lorafa.py
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id: 1334
unit: def get_peft_config()
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id: 1335
unit: def inject_adapter_in_model()
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id: 1336
unit: def main()
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id: 1337
unit: def __init__()
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id: 1338
unit: def get_last_lr()
file: method_comparison/MetaMathQA/utils.py
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id: 1339
unit: def step()
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id: 1340
unit: def get_optimizer_and_scheduler()
file: method_comparison/MetaMathQA/utils.py
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McCabe index: 1
number of parameters: 0

id: 1341
unit: def get_file_size()
file: method_comparison/MetaMathQA/utils.py
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McCabe index: 1
number of parameters: 0

id: 1342
unit: def log_to_file()
file: method_comparison/MetaMathQA/utils.py
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McCabe index: 1
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id: 1343
unit: def scale()
file: method_comparison/MetaMathQA/run.py
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id: 1344
unit: def unscale_()
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id: 1345
unit: def step()
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id: 1346
unit: def update()
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id: 1347
unit: def print_verbose()
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id: 1348
unit: def get_train_valid_test_datasets()
file: method_comparison/MetaMathQA/data.py
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id: 1349
unit: def reset()
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id: 1350
unit: def forward()
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id: 1351
unit: def merge_unsafe()
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id: 1352
unit: def unmerge()
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id: 1353
unit: def _available_adapters()
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 1354
unit: def create_adapter_parameters()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 4

id: 1355
unit: def _get_delta_activations()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 5

id: 1356
unit: def get_delta_weight()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 1357
unit: def reset_adapter_parameters()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 1358
unit: def update_layer()
file: src/peft/tuners/lycoris_utils.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 5

id: 1359
unit: def _cast_input_dtype()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 3

id: 1360
unit: def _cast_input_dtype()
file: src/peft/tuners/tuners_utils.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 3

id: 1361
unit: def _mark_only_adapters_as_trainable()
file: src/peft/tuners/xlora/model.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1