oasst1_ru_main_branch / oasst1_ru_main_branch.py
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# coding=utf-8
# Copyright 2023 The HuggingFace Datasets Authors and Ilya Gusev
#
# 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.
# Lint as: python3
import os
import io
import datasets
import json
_DESCRIPTION = "Russian main branches from oasst1"
_URL = "oasst1_ru_main_branch.jsonl"
class OASST1RuMainBranchDataset(datasets.GeneratorBasedBuilder):
VERSION = datasets.Version("0.0.1")
BUILDER_CONFIGS = [
datasets.BuilderConfig(name="default", version=VERSION, description=""),
]
DEFAULT_CONFIG_NAME = "default"
def _info(self):
features = datasets.Features(
{
"messages": datasets.Sequence(feature={
"role": datasets.Value("string"),
"content": datasets.Value("string")
}),
"id": datasets.Value("string")
}
)
return datasets.DatasetInfo(
description=_DESCRIPTION,
features=features
)
def _split_generators(self, dl_manager):
downloaded_file = dl_manager.download(_URL)
return [
datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"path": downloaded_file}),
]
def _generate_examples(self, path):
with open(path, "r") as f:
for id_, line in enumerate(f):
item = json.loads(line)
yield id_, item