# 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"}, ]