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PALM模型是一个通用的预训练生成模型,可以用于解决下游各种类型的生成任务。模型利用大量无监督数据,通过结合自编码和自回归任务进行预训练。可以用于解决文本生成相关的任务包含:文本摘要、问题生成、data-to-text等。此处展示data-to-text中的一个应用,商品文案描述生成:给定商品和一些卖点词,生成和卖点相关的商品文案描述。本模型为PALM-摘要生成的base模型,参数量约为2.3亿。
模型来源: https://www.modelscope.cn/models/damo/nlp_palm2.0_text-generation_commodity_chinese-base/summary
本模型基于 ServiceBoot微服务引擎 进行服务化封装,参见: 《CubeAI模型开发指南》
$ sh pip-install-reqs.sh
$ serviceboot start
或
$ python3 run_model_server.py
一键式本地容器化部署和运行,参见: 《CubeAI模型独立部署指南》 或 CubeAI Docker Builder
本模型服务可一键发布至 CubeAI智立方平台 进行共享和部署,参见: 《CubeAI模型发布指南》
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Python Shell Text Dockerfile
Dear OpenI User
Thank you for your continuous support to the Openl Qizhi Community AI Collaboration Platform. In order to protect your usage rights and ensure network security, we updated the Openl Qizhi Community AI Collaboration Platform Usage Agreement in January 2024. The updated agreement specifies that users are prohibited from using intranet penetration tools. After you click "Agree and continue", you can continue to use our services. Thank you for your cooperation and understanding.
For more agreement content, please refer to the《Openl Qizhi Community AI Collaboration Platform Usage Agreement》