Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9251871

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

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9180863

修复测试bug
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9186775

    * [to #42849800 #42822853 #42822836 #42822791 #42822717 #42820011]fix: test bugs

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9174075

* fix msdataset

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9178339

    * refactor: move aec models to audio/aec

* refactor: move aec models to audio/aec

* refactor: move aec models to audio/aec

* refactor: move aec models to audio/aec

* feat: add unittest for ANS pipeline

* Merge branch 'master' into dev/ans

* add new SoundFile to audio dependency

* Merge branch 'master' into dev/ans

* use ANS pipeline name from metainfo

* Merge branch 'master' into dev/ans

* chore: update docstring of ANS module

* Merge branch 'master' into dev/ans

* refactor: use names from metainfo

* refactor: enable ans unittest

* refactor: add more log message in unittest

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9155437

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9126742

    * animal recognation model

* update codes

* delet file

* f

* pre commits

* revise

* fix last comment

* fix comments

* fix precommit

* fix comments

* Merge remote-tracking branch 'origin' into cv/animalRecog

* fix comments

修复master分支ocr_detection 单元测试bug
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9112290

    * create ocr_detection task

* fix code check error

* fix code check error

* fix code check issue

* fix code check issue

* replace c++ nms with python version

* fix code check issue

* fix code check issue

* rename maas_lib

* merge master to ocr/ocr_detection

* add model_hub sup for ocr_detection

* fix bug

* replace c++ decoder with python version

* fix bug

* Merge branch 'master' into ocr/ocr_detection

* merge master

* fix code check

* update

* add requirements for ocr_detection

* fix model_hub fetch bug

* remove debug code

* Merge branch 'master' into ocr/ocr_detection

* add local test image for ocr_detection

* update requirements for model_hub

* Merge branch 'master' into ocr/ocr_detection

* fix bug for full case test

* remove ema for ocr_detection

* Merge branch 'master' into ocr/ocr_detection

* apply ocr_detection test case

* Merge branch 'master' into ocr/ocr_detection

* update slim dependency for ocr_detection

* add more test case for ocr_detection

* release tf graph before create

* recover ema for ocr_detection model

* fix code

* Merge branch 'master' into ocr/ocr_detection

* fix code

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9122842

    * [Add] add KWS code

* [Update] check code linters and formatter

* [Update] update kws code

* Merge branch 'master' into dev/kws

* [Fix] fix kws warning

* [Add] add ROC for KWS

* [Update] add some code check

* feat: Fix confilct, auto commit by WebIDE

* feat: Fix confilct, auto commit by WebIDE

* Merge branch 'master' into dev/kws

* [Update] refactor kws code

* [Update] refactor kws code

* [Update] refactor kws code, bug fix

* [Update] refactor kws code, bug fix

增加中文图文特征模型
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9157786

    * add multi-modal-feature

* 修改code review中的问题

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9165402

This reverts commit c8e2e6de0e.

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9159678

* Fix bugs in ttsfrd which may cause text-to-speech break disappear and upgrade it to version 0.0.2
* other fix to make ut pass

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9155405

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9069107

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9143809

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9134657

达摩行为识别合入maas lib
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9134444

* pydataset unitest
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9132896

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9130661

修改constant.py中task name定义的错误
- sentence-similarity重复定义
- fill-mask多加了一个空格
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9125956

    * [to #41474818]fix: fix errors in task name definition

* using get_model to validate hub path 
* support reading pipeline info from configuration file
* add metainfo const
* update model type and pipeline type and fix UT
* relax requimrent for protobuf
* skip two dataset tests due to temporal failure
 
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9118154

合并model hub 代码
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9096493

requirements/audio.txt
中依赖存在两个问题：
1. torch/tensorflow版本写死
2. 两个whl包是linux环境下才可安装，进而whl包安装的package要在mac上忽略的话，代码中必须把相应package放到local中引用

上面两个问题在linux环境中的测试用例是可以通过的。
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9103904

    * move tts dependency to local

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8967432

* create ocr_detection task

* replace c++ nms with python version

* replace c++ decoder with python version

* add requirements for ocr_detection

将caption pipeline的实现从pipeline下沉到model，并拆解preprocessor
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9081211

    * [to #41669377] docs and tools refinement and release 

1. add build_doc linter script
2. add sphinx-docs support
3. add development doc and api doc
4. change version to 0.1.0 for the first internal release version

Link: https://code.aone.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8775307

* [to #41669377] add pipeline tutorial and fix bugs 

1. add pipleine tutorial
2. fix bugs when using pipeline with certain model and preprocessor

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8814301

* refine doc

* refine doc

* upload ofa for caption(with source code but not whl)

* remove data in gitignore

* append uncommitted data dir in ofa

* remove ofa_dir , use ofa.whl instead.

* update BPE

* rollback changes used in debugging.

* Merge branch 'master' into ofa/image_caption

# Conflicts:
#	docs/README.md
#	docs/source/conf.py
#	docs/source/index.rst
#	docs/source/tutorials/pipeline.md
#	maas_lib/models/nlp/sequence_classification_model.py
#	maas_lib/pipelines/builder.py
#	maas_lib/version.py
#	setup.py
#	tests/pipelines/test_text_classification.py

* 1. fix a bug in pipelines/builder.py.
2. modify model_path to model in image_captioning.py.

* 1. rename test_image_captioning.py.

* format all files using pre-commit.

* add fairseq in requirements.txt

* add fairseq in requirements.txt

* change fairseq path to git repo to a whl on oss in ofa.txt.

* change module_name to 'ofa'

* Merge remote-tracking branch 'origin/master' into ofa/image_caption

# Conflicts:
#	maas_lib/pipelines/builder.py

* optim requirements for ofa / refine image_captioning.py

* uncommited change.

* feat: Fix confilct, auto commit by WebIDE

* Merge remote-tracking branch 'origin/master' into ofa/image_caption

# Conflicts:
#	maas_lib/pipelines/multi_modal/__init__.py
#	modelscope/pipelines/multi_modal/image_captioning.py
#	tests/pipelines/test_image_captioning.py

* merge master

* merge master

* merge master

* rename

* Merge remote-tracking branch 'origin/master' into ofa/nlu

* add caption model

* Merge remote-tracking branch 'origin/master' into ofa/nlu

* update ofa caption model

* fix some typo, update unittest

* use local test image

* use local test image

* refactor, ofa -> multi_model

* merge master

* 删除 image_caption_pipeline.py

* pydataset fetch data from datahub
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9060856

feat: local import torchaudio
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9097950

    * feat: local import torchaudio