id: 1
unit: def main()
file: distilvit/quantize.py
start line: 0
end line: 0
size: 206 LOC
McCabe index: 47
number of parameters: 0

id: 2
unit: def train()
file: distilvit/train.py
start line: 0
end line: 0
size: 112 LOC
McCabe index: 9
number of parameters: 1

id: 3
unit: def get_arg_parser()
file: distilvit/train.py
start line: 0
end line: 0
size: 105 LOC
McCabe index: 2
number of parameters: 1

id: 4
unit: def parse_args()
file: distilvit/curate_gpt.py
start line: 0
end line: 0
size: 54 LOC
McCabe index: 1
number of parameters: 0

id: 5
unit: def data_collator()
file: distilvit/train.py
start line: 0
end line: 0
size: 50 LOC
McCabe index: 29
number of parameters: 2

id: 6
unit: def generate()
file: distilvit/pexels.py
start line: 0
end line: 0
size: 41 LOC
McCabe index: 6
number of parameters: 0

id: 7
unit: def main()
file: distilvit/infere.py
start line: 0
end line: 0
size: 33 LOC
McCabe index: 5
number of parameters: 2

id: 8
unit: def generate()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 32 LOC
McCabe index: 5
number of parameters: 3

id: 9
unit: def transform_one()
file: distilvit/curate.py
start line: 0
end line: 0
size: 32 LOC
McCabe index: 5
number of parameters: 2

id: 10
unit: def parse_args()
file: distilvit/upload.py
start line: 0
end line: 0
size: 28 LOC
McCabe index: 1
number of parameters: 0

id: 11
unit: def __call__()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 12
number of parameters: 2

id: 12
unit: def cached_ds()
file: distilvit/utils.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 5
number of parameters: 1

id: 13
unit: def quantize()
file: distilvit/quantize.py
start line: 0
end line: 0
size: 24 LOC
McCabe index: 5
number of parameters: 2

id: 14
unit: def load_model_and_tokenizer()
file: distilvit/curate.py
start line: 0
end line: 0
size: 24 LOC
McCabe index: 2
number of parameters: 1

id: 15
unit: def import_argparse_to_params()
file: GenAIFlow.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 8
number of parameters: 2

id: 16
unit: def get_dataset()
file: distilvit/_datasets/coco.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 2
number of parameters: 3

id: 17
unit: def main()
file: distilvit/curate.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 6
number of parameters: 1

id: 18
unit: def process_images()
file: distilvit/pexels.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 5
number of parameters: 4

id: 19
unit: def download_file()
file: distilvit/_datasets/coco.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 4
number of parameters: 2

id: 20
unit: def get_dataset()
file: distilvit/_datasets/docornot.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 3
number of parameters: 3

id: 21
unit: def fetch_images_from_pexels()
file: distilvit/pexels.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 5
number of parameters: 5

id: 22
unit: def process_batch()
file: distilvit/curate.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 3
number of parameters: 2

id: 23
unit: def params_to_args()
file: GenAIFlow.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 8
number of parameters: 1

id: 24
unit: def set()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 3

id: 25
unit: def get_dataset()
file: distilvit/_datasets/flickr.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 3

id: 26
unit: def get_dataset()
file: distilvit/_datasets/pexels.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 3

id: 27
unit: def get_dataset()
file: distilvit/_datasets/validation.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 3

id: 28
unit: def conn()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 2
number of parameters: 1

id: 29
unit: def get_dataset()
file: distilvit/_datasets/textcaps.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 1
number of parameters: 3

id: 30
unit: def __init__()
file: distilvit/curate.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 3
number of parameters: 3

id: 31
unit: def transform()
file: distilvit/curate.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 3
number of parameters: 3

id: 32
unit: def resize_image()
file: distilvit/pexels.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 4
number of parameters: 1

id: 33
unit: def fetch_images()
file: distilvit/pexels.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 1

id: 34
unit: def get_operators()
file: distilvit/quantize.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 1

id: 35
unit: def __call__()
file: distilvit/utils.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 3
number of parameters: 2

id: 36
unit: def feature_extractor()
file: distilvit/_datasets/coco.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 3

id: 37
unit: def get()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 38
unit: def image_message()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 2

id: 39
unit: def push_to_hub()
file: distilvit/upload.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 4

id: 40
unit: def generate_completion()
file: distilvit/curate_api.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 41
unit: def freeze_model_layers()
file: distilvit/train.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 7
number of parameters: 3

id: 42
unit: def fetch_pexels()
file: distilvit/pexels.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 0

id: 43
unit: def extract_text_with_backticks()
file: distilvit/curate.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 44
unit: def load_secret()
file: GenAIFlow.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 45
unit: def drop_duplicates_in_split()
file: distilvit/curate_gpt.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 46
unit: def process_caption()
file: distilvit/curate_api.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 47
unit: def __init__()
file: distilvit/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 48
unit: def extract_text_with_backticks()
file: distilvit/curate_api.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 49
unit: def process_batch()
file: distilvit/curate_api.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 50
unit: def __init__()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 51
unit: def __call__()
file: distilvit/utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 52
unit: def start()
file: DistilVitFlow.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 53
unit: def get_tokens_as_list()
file: distilvit/update_config.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 54
unit: def get_device()
file: distilvit/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 0

id: 55
unit: def postprocess_text()
file: distilvit/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 2

id: 56
unit: def compute_metrics()
file: distilvit/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 57
unit: def __init__()
file: distilvit/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 58
unit: def __init__()
file: distilvit/_datasets/coco.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 59
unit: def load_words_from_url()
file: distilvit/update_config.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 60
unit: def cursor()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 61
unit: def get_nltk()
file: distilvit/train.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 0

id: 62
unit: def on_evaluate()
file: distilvit/train.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 6

id: 63
unit: def tokenize()
file: distilvit/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 64
unit: def __init__()
file: distilvit/curate_api.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 65
unit: def close()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 66
unit: def __init__()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 67
unit: def __init__()
file: distilvit/train.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 68
unit: def parse_args()
file: distilvit/train.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 69
unit: def main()
file: distilvit/train.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 70
unit: def load_remote_env()
file: GenAIFlow.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 71
unit: def end()
file: DistilVitFlow.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 72
unit: def _lock_table()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 73
unit: def _unlock_table()
file: distilvit/gpt4.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 74
unit: def logger()
file: distilvit/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 75
unit: def by_grade()
file: distilvit/curate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 76
unit: def is_true_flag_action()
file: GenAIFlow.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 77
unit: def is_optional_int_value()
file: GenAIFlow.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 78
unit: def get_project_id()
file: GenAIFlow.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1