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Paddle framework: paddlenlp overview [propeller natural language processing development library]
2022-07-06 01:27:00 【u013250861】
PaddleNLP It is the development library of natural language processing of flying propeller , Have Easy to use text field API, Application examples of multiple scenarios 、 and High performance distributed training Three characteristics , It aims to improve the efficiency of text domain modeling of propeller developers , It aims to improve the development efficiency of developers in the text field , And provide rich NLP Application example .
Easy to use text field API
- Provide rich industrial preset task capabilities Taskflow And the text field of the whole process API: Support loading of rich Chinese data sets Dataset API, It can flexibly and efficiently complete data preprocessing Data API , preset 60+ Pre trained word vector Embedding API , Provide 100+ In the pre training model Transformer API etc. , Can greatly improve NLP Efficiency of task modeling .
Application examples of multiple scenarios
- Covering from academic to industrial NLP Application example , cover NLP Basic technology 、NLP System application and related extended applications . Fully based on the core framework of the propeller 2.0 new API System development , Provide developers with best practices in the field of propeller text .
High performance distributed training
- Advanced automatic mixing accuracy optimization strategy based on the core framework of the propeller , Combined with distributed Fleet API, Support 4D Hybrid parallel strategy , It can efficiently complete large-scale pre training model training .
project GitHub: https://github.com/PaddlePaddle/PaddleNLP
Reference material :
PaddleNLP The official tutorial
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