Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9198181

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9242667

添加了，nli，sentiment_classification， dialog_intent, dialog_modeling几个pipeline。同时加入了nlp里面sequence classification一些简单的抽象。
去掉了zero_shot_classification
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9159089

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9240440

![](https://cn-hangzhou.oss-cdn.aliyun-inc.com/git/force/uploads/comment/29212/25464477278968069/image.png)

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9229852

* add self-hosted repo:
* add extra requirements for different field and reduce necessary requirements
* update docker file with so required by audio
* add requirements checker which will be used later when implement lazy import
* remove repeated requirements and replace opencv-python-headless with opencv-python

example usage:
```shell
pip install model_scope[all] -f https://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/repo.html
pip install model_scope[cv] -f https://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/repo.html
pip install model_scope[nlp] -f https://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/repo.html
pip install model_scope[audio] -f https://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/repo.html
pip install model_scope[multi-modal] -f https://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/repo.html

```
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9211383

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9233644

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9200613

    * [Add] add KWS code

    * [Fix] fix kws warning

    * [Add] add ROC for KWS

    * [Update] add some code check

    * [Update] refactor kws code, bug fix

    * [Add] add customized keywords setting for KWS

    * [Add] add data/test/audios for KWS

ofa/caption 增加feature, 如果有gpu默认使用gpu
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9228113

更新 sofa 到 1.0.4.2 版本，解决 palm 模型无法并行的 bug
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9217921

Repository在clone后执行 git lfs install初始化lfs支持，下载技术添加到header里
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9204291

    * [to #42879757 #42887254]fix: Repository initialize lfs after clone, add download times counter

修改为新的服务ip
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9217420

    * modify modelhub datahub to new ip, fix image-caption case bug

添加 MPLUG 模型的 visual question answering 任务 pipeline

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9182119