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modelscope/tests/pipelines/test_mglm_text_summarization.py

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# Copyright (c) Alibaba, Inc. and its affiliates.
import os
import unittest
from modelscope.models import Model
from modelscope.pipelines import pipeline
from modelscope.preprocessors import MGLMSummarizationPreprocessor
from modelscope.utils.constant import Tasks
from modelscope.utils.test_utils import test_level
class mGLMTest(unittest.TestCase):
def setUp(self) -> None:
self.output_dir = 'unittest_output'
os.makedirs(self.output_dir, exist_ok=True)
@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
def test_run_with_mglm_with_name(self):
model = 'ZhipuAI/Multilingual-GLM-Summarization-zh'
preprocessor = MGLMSummarizationPreprocessor()
pipe = pipeline(
task=Tasks.text_summarization,
model=model,
preprocessor=preprocessor,
)
result = pipe(
'据中国载人航天工程办公室消息北京时间2022年10月25日梦天实验舱与长征五号B遥四运载火箭组合体已转运至发射区。后续将按计划开展发射前各项功能检查和联合测试等工作计划于近日择机实施发射。目前文昌航天发射场设施设备状态良好参试各单位正在加紧开展任务准备全力以赴确保空间站建造任务决战决胜。' # noqa
)
print(result)
model = 'ZhipuAI/Multilingual-GLM-Summarization-en'
preprocessor = MGLMSummarizationPreprocessor()
pipe = pipeline(
task=Tasks.text_summarization,
model=model,
preprocessor=preprocessor,
)
result = pipe(
'据中国载人航天工程办公室消息北京时间2022年10月25日梦天实验舱与长征五号B遥四运载火箭组合体已转运至发射区。后续将按计划开展发射前各项功能检查和联合测试等工作计划于近日择机实施发射。目前文昌航天发射场设施设备状态良好参试各单位正在加紧开展任务准备全力以赴确保空间站建造任务决战决胜。' # noqa
)
print(result)
if __name__ == '__main__':
unittest.main()