| from dataclasses import dataclass |
| from typing import Dict, List, Optional, Union |
|
|
| from .artifact import Artifact |
| from .collections import Collection |
| 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: Collection = None |
| instructions: Collection = 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 |
|
|
