# Copyright 2025 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """PEFT (LoRA/DoRA) fine-tuning pipeline for TimesFM 2.5.""" from .adapters import ( DoRALinear, LoRALinear, get_adapter_params, inject_adapters, load_adapter_weights, merge_adapters, save_adapter_weights, ) from .config import PEFTConfig from .data import TimeSeriesDataset from .trainer import PEFTTrainer __all__ = [ "PEFTConfig", "PEFTTrainer", "TimeSeriesDataset", "LoRALinear", "DoRALinear", "inject_adapters", "merge_adapters", "save_adapter_weights", "load_adapter_weights", "get_adapter_params", ]