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import copy
from mmengine.config import ConfigDict
from opencompass.registry import LOAD_DATASET, MODELS
def build_dataset_from_cfg(dataset_cfg: ConfigDict):
dataset_cfg = copy.deepcopy(dataset_cfg)
dataset_cfg.pop('infer_cfg', None)
dataset_cfg.pop('eval_cfg', None)
dataset_cfg.pop('abbr', None)
return LOAD_DATASET.build(dataset_cfg)
def build_model_from_cfg(model_cfg: ConfigDict):
model_cfg = copy.deepcopy(model_cfg)
model_cfg.pop('run_cfg', None)
model_cfg.pop('max_out_len', None)
model_cfg.pop('batch_size', None)
model_cfg.pop('abbr', None)
model_cfg.pop('summarizer_abbr', None)
model_cfg.pop('pred_postprocessor', None)
model_cfg.pop('min_out_len', None)
return MODELS.build(model_cfg)
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