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from dataclasses import dataclass
from typing import Dict, List, Optional, Union
from .artifact import Artifact
from .instructions import InstructionsDict, InstructionsList
from .loaders import Loader
from .normalizers import NormalizeListFields
from .operator import StreamingOperator
from .operators import AddFields, MapInstanceValues
from .task import FormTask
from .templates import TemplatesDict, TemplatesList
class TaskCard(Artifact):
loader: Loader
task: FormTask
preprocess_steps: Optional[List[Union[StreamingOperator, str]]] = None
templates: Union[TemplatesList, TemplatesDict] = None
instructions: Union[InstructionsList, InstructionsDict] = None
class ICLCard(Artifact):
demos_pool_name: str = "demos_pool"
demos_pool_size: int = None
demos_field: str = "demos"
num_demos: int = None
sampler_type: str = "random"
instruction_item: Union[str, int] = None
template_item: Union[str, int] = None
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