id: 1 unit: def main() file: ml/trainer.py start line: 0 end line: 0 size: 75 LOC McCabe index: 6 number of parameters: 0 id: 2 unit: def wrangle_like_data() file: app/app.py start line: 0 end line: 0 size: 43 LOC McCabe index: 18 number of parameters: 2 id: 3 unit: def bradley_terry_comparison() file: ml/eval/bt.py start line: 0 end line: 0 size: 36 LOC McCabe index: 4 number of parameters: 2 id: 4 unit: def format_history_as_messages() file: app/app.py start line: 0 end line: 0 size: 35 LOC McCabe index: 13 number of parameters: 1 id: 5 unit: def train_dpo_model() file: ml/dpo_pipeline.py start line: 0 end line: 0 size: 25 LOC McCabe index: 1 number of parameters: 5 id: 6 unit: def load_languages() file: app/app.py start line: 0 end line: 0 size: 24 LOC McCabe index: 9 number of parameters: 0 id: 7 unit: def process() file: data/generate_dpo.py start line: 0 end line: 0 size: 22 LOC McCabe index: 8 number of parameters: 2 id: 8 unit: def transform_rlhf_dataset() file: ml/dataset_transformer.py start line: 0 end line: 0 size: 22 LOC McCabe index: 10 number of parameters: 4 id: 9 unit: def call_pipeline() file: app/app.py start line: 0 end line: 0 size: 21 LOC McCabe index: 2 number of parameters: 2 id: 10 unit: def test_example() file: ml/dataset_transformer.py start line: 0 end line: 0 size: 21 LOC McCabe index: 1 number of parameters: 0 id: 11 unit: def save_new_language() file: app/app.py start line: 0 end line: 0 size: 20 LOC McCabe index: 5 number of parameters: 2 id: 12 unit: def evaluate_data() file: ml/eval/reward_eval.py start line: 0 end line: 0 size: 19 LOC McCabe index: 7 number of parameters: 4 id: 13 unit: def extract_dialogue() file: ml/trl_rlhf_data.py start line: 0 end line: 0 size: 17 LOC McCabe index: 9 number of parameters: 1 id: 14 unit: def submit_conversation() file: app/app.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 4 id: 15 unit: def load_model_and_tokenizer() file: ml/trainer.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 1 id: 16 unit: def process() file: data/generate_dpo.py start line: 0 end line: 0 size: 15 LOC McCabe index: 6 number of parameters: 2 id: 17 unit: def judge_responses() file: ml/eval/alpaca.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 3 id: 18 unit: def generate_responses() file: ml/eval/generate.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 4 id: 19 unit: def load_latest_adapter() file: ml/trainer.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 3 id: 20 unit: def get_persistent_storage_path() file: app/app.py start line: 0 end line: 0 size: 14 LOC McCabe index: 8 number of parameters: 1 id: 21 unit: def prepare_oasst_sft_results() file: ml/eval/generate.py start line: 0 end line: 0 size: 14 LOC McCabe index: 6 number of parameters: 3 id: 22 unit: def generate_files() file: ml/eval/generate.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 0 id: 23 unit: def jdump() file: ml/eval/utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 5 number of parameters: 5 id: 24 unit: def load_model_and_tokenizer() file: ml/eval/generate.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 3 id: 25 unit: def get_reward_output_fn() file: ml/eval/reward_eval.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 2 id: 26 unit: def format_system_message() file: app/app.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 2 id: 27 unit: def evaluator_master_fn() file: ml/eval/evaluation_pipeline.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 6 id: 28 unit: def update_dataframe() file: app/app.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 29 unit: def add_user_message() file: app/app.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 2 id: 30 unit: def main() file: ml/eval/bt.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 31 unit: def process_evaluation() file: ml/eval/reward_eval.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 3 id: 32 unit: def to_dict() file: ml/adapter_metadata.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 33 unit: def __post_init__() file: ml/trainer.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 1 id: 34 unit: def common_start() file: ml/trl_rlhf_data.py start line: 0 end line: 0 size: 8 LOC McCabe index: 5 number of parameters: 2 id: 35 unit: def _process_rating() file: app/app.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 36 unit: def wrangle_edit_data() file: app/app.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 37 unit: def wrangle_retry_data() file: app/app.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 38 unit: def get_config() file: app/app.py start line: 0 end line: 0 size: 7 LOC McCabe index: 5 number of parameters: 1 id: 39 unit: def alpaca_evaluator() file: ml/eval/alpaca.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 40 unit: def _convert_path_to_data_uri() file: app/app.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 41 unit: def _process_content() file: app/app.py start line: 0 end line: 0 size: 6 LOC McCabe index: 5 number of parameters: 1 id: 42 unit: def add_fake_like_data() file: app/app.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 43 unit: def update_visibility() file: app/app.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 44 unit: def print_metrics() file: ml/eval/bt.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 45 unit: def get_adapter_path() file: ml/trainer.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 46 unit: def runner() file: ml/trl_rlhf_data.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 47 unit: def _is_file_safe() file: app/app.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 48 unit: def respond() file: app/app.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 49 unit: def on_app_load() file: app/app.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 50 unit: def save_feedback() file: app/feedback.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 51 unit: def jload() file: ml/eval/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 52 unit: def __post_init__() file: ml/eval/evaluate_arguments.py start line: 0 end line: 0 size: 5 LOC McCabe index: 5 number of parameters: 1 id: 53 unit: def transform_conversation() file: ml/kto_dataset_processor.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 54 unit: def process_feel_dataset() file: ml/kto_dataset_processor.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 55 unit: def save_results() file: ml/eval/generate.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 56 unit: def save_results() file: ml/eval/bt.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 57 unit: def _make_r_io_base() file: ml/eval/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 58 unit: def load() file: ml/adapter_metadata.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 59 unit: def load_oasst_test_dataset() file: ml/eval/generate.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 60 unit: def load_rewards() file: ml/eval/bt.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 61 unit: def create_model() file: ml/eval/reward_eval.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 62 unit: def create_tokenizer() file: ml/eval/reward_eval.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 63 unit: def save() file: ml/adapter_metadata.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 64 unit: def outputs() file: data/generate_dpo.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 65 unit: def inputs() file: data/generate_dpo.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 66 unit: def outputs() file: data/generate_dpo.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 67 unit: def create_inference_client() file: app/app.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 68 unit: def open_add_language_modal() file: app/app.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 69 unit: def close_add_language_modal() file: app/app.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 70 unit: def initialize_consent_status() file: app/app.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 71 unit: def handle_consent() file: app/app.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 72 unit: def format_prompt() file: ml/eval/generate.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 73 unit: def jdumps() file: ml/eval/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 74 unit: def MyAccelerator() file: ml/eval/reward_eval.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 75 unit: def from_dict() file: ml/adapter_metadata.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2