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unit: def compute_loss()
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unit: def __init__()
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unit: def main()
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unit: def gpt4o_query()
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unit: def __init__()
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unit: def iou_reward()
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unit: def main()
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unit: def custom_forward()
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unit: def accuracy_reward()
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unit: def process_raw_data()
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unit: def push_to_hub_revision()
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unit: def get_param_count_from_repo_id()
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unit: def __getitem__()
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unit: def collate_fn()
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unit: def __init__()
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unit: def on_save()
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unit: def __init__()
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unit: def get_image_data_url()
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unit: def len_reward()
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unit: def extract_problem_solution()
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unit: def accuracy_reward()
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unit: def process_single_item()
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unit: def check_hub_revision_exists()
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unit: def main()
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unit: def run_benchmark_jobs()
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unit: def __iter__()
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id: 29
unit: def log()
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id: 30
unit: def get_train_dataloader()
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id: 31
unit: def _get_per_token_logps()
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unit: def has_valid_image_size()
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unit: def build_distilabel_pipeline()
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unit: def _get_per_token_logps()
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unit: def log()
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unit: def load_image_from_path()
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unit: def prompt_fn()
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unit: def get_gpu_count_for_vllm()
file: src/open-r1-multimodal/src/open_r1/utils/hub.py
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unit: def get_callbacks()
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unit: def bleu()
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unit: def __iter__()
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unit: def is_slurm_available()
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unit: def format_reward()
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unit: def format_reward()
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unit: def create_model_card()
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unit: def has_answer_pattern()
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unit: def __init__()
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unit: def rouge()
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unit: def rougeL()
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unit: def edit_similarity_score()
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unit: def __init__()
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unit: def has_empty_tags()
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unit: def __init__()
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unit: def __len__()
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unit: def _set_signature_columns_if_needed()
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unit: def _set_signature_columns_if_needed()
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unit: def register_lighteval_task()
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unit: def get_lighteval_tasks()
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unit: def run_lighteval_job()
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unit: def get_indices()
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unit: def __len__()
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unit: def collate_fn()
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unit: def __len__()
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unit: def __len__()
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unit: def data_collator()
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unit: def _get_train_sampler()
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unit: def _prepare_inputs()
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unit: def compute_loss()
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unit: def _get_train_sampler()
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unit: def deps_list()
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