pretraining/LlamaFactory/src/llamafactory/data/__init__.py

# Copyright 2025 the LlamaFactory team.
#
# 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.

from .collator import (
    KTODataCollatorWithPadding,
    MultiModalDataCollatorForSeq2Seq,
    PairwiseDataCollatorWithPadding,
    SFTDataCollatorWith4DAttentionMask,
)
from .data_utils import Role, split_dataset
from .loader import get_dataset
from .template import TEMPLATES, Template, get_template_and_fix_tokenizer


__all__ = [
    "TEMPLATES",
    "KTODataCollatorWithPadding",
    "MultiModalDataCollatorForSeq2Seq",
    "PairwiseDataCollatorWithPadding",
    "Role",
    "SFTDataCollatorWith4DAttentionMask",
    "Template",
    "get_dataset",
    "get_template_and_fix_tokenizer",
    "split_dataset",
]