Metadata-Version: 2.1
Name: easytransfer
Version: 0.1.2
Summary: PAI EasyTransfer Toolkit
Home-page: http://gitlab.alibaba-inc.com/groups/PAI-TL
Author: PAI NLP
Author-email: minghui.qmh@alibaba-inc.com,jerry.lp@alibaba-inc.com,haojie.phj@alibaba-inc.com
License: Apache-2.0
Platform: UNKNOWN
Requires-Python: >=2.7,>=3.6
Description-Content-Type: text/markdown
Requires-Dist: numpy
Requires-Dist: sklearn
Requires-Dist: joblib (==0.14.1)
Requires-Dist: sentencepiece
Requires-Dist: six (>=1.12.0)
Provides-Extra: tf
Requires-Dist: tensorflow (==1.12) ; extra == 'tf'
Provides-Extra: tf_gpu
Requires-Dist: tensorflow-gpu (==1.12) ; extra == 'tf_gpu'

EasyTransfer Platform

简单，高效的迁移学习库，支持常用的迁移学习范式如finetune，multitask training，adversarial training等，支持ModelZoo，包括常用的NLP的模型(后续也会添加CV和Speech模型），支持高效的分布式训练。

* 易用性：方便修改模型，构造自己的网络

* 算法丰富性：面向NLP和迁移学习的算法库

* 迁移学习：MultiTask，Adv TL, Instance-based TL (RTL)，Model-based TL (Knowledge Distillation)，pretrain-finetune

* NLP：文本分类，文本匹配，文本生成，序列标注

* ModelZoo：方便沿用pretrained models （BERT，XLNet，Transformer等），在新数据上进行finetune。需要支持修改参数后continue training

* 高效性：支持pai soar和编译优化（内部版），Optimizer的优化

设计文档：
https://yuque.antfin-inc.com/pai-innovative-algo/ctrdil/kv4agg


