随着近几年文本信息的爆发式增长，人们每天都接触到海量的文本信息，如新闻、微博等。如何从大量文本信息中提取关键的信息，已成为迫切需求。而生成式摘要则提供了一个高效的解决方案，相比于抽取式摘要，生成式摘要更接近人类写摘要的风格。生成式摘要有非常多的应用场景，如新闻标题生成、自动报告生成等。

ModelScope简介

ModelScope旨在打造下一代开源的模型即服务共享平台，为泛AI开发者提供灵活、易用、低成本的一站式模型服务产品，让模型应用更简单！

我们希望在汇集行业领先的预训练模型，减少开发者的重复研发成本，提供更加绿色环保、开源开放的AI开发环境和模型服务，助力绿色“数字经济”事业的建设。 ModelScope平台将以开源的方式提供多类优质模型，开发者可在平台上免费体验与下载使用。

若您也和我们有相同的初衷，欢迎关注我们，我们鼓励并支持个人或企业开发者与我们联系，平台将为您构建更好的支持服务，共同为泛AI社区做出贡献。

ModelScope服务

• 丰富的预训练SOTA模型

覆盖NLP、CV、Audio等多领域的具有竞争力的SOTA模型，更有行业领先的多模态大模型，全部免费开放下载以及使用。

• 多元开放的数据集

汇集行业和学术热门的公开数据集，更有阿里巴巴集团贡献的专业领域数据集等你来探索。

• 一行代码使用模型推理能力

提供基于模型的本地推理接口，以及线上模型推理预测服务，方便开发者快速验证与使用。

• 十行代码快速构建专属行业模型

十行代码实现对预训练模型的调优训练（finetune），方便开发者基于行业数据集快速构建专属行业模型。

• 即开即用的在线开发平台

一键开启在线notebook实训平台，集成官方镜像免除环境安装困扰，链接澎湃云端算力，体验便捷的交互式编程。

• 灵活的模型框架与部署方式

兼容主流AI框架，更好地实现模型迁移；多种模型训练与服务部署方式，提供更多自主可控的选择。

• 丰富的教学内容与技术资源

提供友好的优质的教程内容与开放的社区氛围，帮助开发者学习成长。

使用方便

ModelScope提供了一个API调用所有模型的选项，对于不同的复杂模型只需一行代码即可调用，极大地方便了开发者对于模型的使用。

from modelscope.pipelines import pipeline
from modelscope.utils.constant import Tasks
semantic_cls = pipeline(Tasks.sentiment_classification, 'damo/nlp_structbert_sentiment-classification_chinese-base')
semantic_cls(input='启动的时候很大声音，然后就会听到1.2秒的卡察的声音，类似齿轮摩擦的声音')
from modelscope.pipelines import pipeline
from modelscope.utils.constant import Tasks
text_generation_en = pipeline(Tasks.text_generation, model='damo/nlp_palm2.0_text-generation_english-base')
result_en = text_generation_en("The Director of Public Prosecutions who let off Lord Janner over alleged child sex abuse started"
"her career at a legal chambers when the disgraced Labour peer was a top QC there . Alison Saunders ,"
"54 , sparked outrage last week when she decided the 86-year-old should not face astring of charges"
"of paedophilia against nine children because he has dementia . Today , newly-released documents"
"revealed damning evidence that abuse was covered up by police andsocial workers for more than 20 years ."
"And now it has emerged Mrs Saunders ' law career got off to a flying start when she secured her"
"pupillage -- a barrister 's training contract at 1 Garden Court Chambers in London in 1983 .")
print(result_en['text'])
"Alison Saunders, 54, sparked outrage last week when she decided the 86-year-old should not face charges of paedophilia against nine children because he has dementia. New documents reveal damning evidence that abuse was covered up by police and social workers for more than 20 years. Mrs Saunders'law career got off to a flying start when she secured her pupillage - a barrister"

frommodelscope.pipelinesimportpipeline

frommodelscope.utils.constantimportTasks

text_generation_en=pipeline(Tasks.text_generation, model='damo/nlp_palm2.0_text-generation_english-base')

result_en=text_generation_en("The Director of Public Prosecutions who let off Lord Janner over alleged child sex abuse started"

"her career at a legal chambers when the disgraced Labour peer was a top QC there . Alison Saunders ,"

"54 , sparked outrage last week when she decided the 86-year-old should not face astring of charges"

"of paedophilia against nine children because he has dementia . Today , newly-released documents"

"revealed damning evidence that abuse was covered up by police andsocial workers for more than 20 years ."

"And now it has emerged Mrs Saunders ' law career got off to a flying start when she secured her"

"pupillage -- a barrister 's training contract at 1 Garden Court Chambers in London in 1983 .")

print(result_en['text'])

"Alison Saunders, 54, sparked outrage last week when she decided the 86-year-old should not face charges of paedophilia against nine children because he has dementia. New documents reveal damning evidence that abuse was covered up by police and social workers for more than 20 years. Mrs Saunders'law career got off to a flying start when she secured her pupillage - a barrister"

快速体验

使用特点

具有快速，方便，简洁等功效，使用灵活，是办公者使用的最佳助手。