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# Copyright 2024 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 llamafactory.eval.template import get_eval_template | |
def test_eval_template_en(): | |
support_set = [ | |
{ | |
"question": "Fewshot question", | |
"A": "Fewshot1", | |
"B": "Fewshot2", | |
"C": "Fewshot3", | |
"D": "Fewshot4", | |
"answer": "B", | |
} | |
] | |
example = { | |
"question": "Target question", | |
"A": "Target1", | |
"B": "Target2", | |
"C": "Target3", | |
"D": "Target4", | |
"answer": "C", | |
} | |
template = get_eval_template(name="en") | |
messages = template.format_example(example, support_set=support_set, subject_name="SubName") | |
assert messages == [ | |
{ | |
"role": "user", | |
"content": ( | |
"The following are multiple choice questions (with answers) about SubName.\n\n" | |
"Fewshot question\nA. Fewshot1\nB. Fewshot2\nC. Fewshot3\nD. Fewshot4\nAnswer:" | |
), | |
}, | |
{"role": "assistant", "content": "B"}, | |
{ | |
"role": "user", | |
"content": "Target question\nA. Target1\nB. Target2\nC. Target3\nD. Target4\nAnswer:", | |
}, | |
{"role": "assistant", "content": "C"}, | |
] | |
def test_eval_template_zh(): | |
support_set = [ | |
{ | |
"question": "示例问题", | |
"A": "示例答案1", | |
"B": "示例答案2", | |
"C": "示例答案3", | |
"D": "示例答案4", | |
"answer": "B", | |
} | |
] | |
example = { | |
"question": "目标问题", | |
"A": "目标答案1", | |
"B": "目标答案2", | |
"C": "目标答案3", | |
"D": "目标答案4", | |
"answer": "C", | |
} | |
template = get_eval_template(name="zh") | |
messages = template.format_example(example, support_set=support_set, subject_name="主题") | |
assert messages == [ | |
{ | |
"role": "user", | |
"content": ( | |
"以下是中国关于主题考试的单项选择题,请选出其中的正确答案。\n\n" | |
"示例问题\nA. 示例答案1\nB. 示例答案2\nC. 示例答案3\nD. 示例答案4\n答案:" | |
), | |
}, | |
{"role": "assistant", "content": "B"}, | |
{ | |
"role": "user", | |
"content": "目标问题\nA. 目标答案1\nB. 目标答案2\nC. 目标答案3\nD. 目标答案4\n答案:", | |
}, | |
{"role": "assistant", "content": "C"}, | |
] | |