# Copyright (C) 2024 Charles O. Goddard # # This software is free software: you can redistribute it and/or # modify it under the terms of the GNU Lesser General Public License as # published by the Free Software Foundation, either version 3 of the # License, or (at your option) any later version. # # This software is distributed in the hope that it will be useful, but # WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU # Lesser General Public License for more details. # # You should have received a copy of the GNU Lesser General Public License # along with this program. If not, see http://www.gnu.org/licenses/. from abc import ABC, abstractmethod from typing import Any, List, Optional from pydantic import BaseModel from mergekit.architecture import WeightInfo from mergekit.common import ImmutableMap, ModelReference from mergekit.graph import Task from mergekit.io.tasks import GatherTensors class ConfigParameterDef(BaseModel): name: str required: bool = False default_value: Any = None class MergeMethod(ABC): def tensor_parameters(self) -> List[ConfigParameterDef]: return [] def parameters(self) -> List[ConfigParameterDef]: return [] @abstractmethod def make_task( self, *, output_weight: WeightInfo, tensors: GatherTensors, parameters: ImmutableMap[str, Any], tensor_parameters: ImmutableMap[ModelReference, ImmutableMap[str, Any]], base_model: Optional[ModelReference], ) -> Task: ...