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PaddleNLP 2.2.1 Release Note Candidate #1467

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wawltor opened this issue Dec 15, 2021 · 0 comments
Closed

PaddleNLP 2.2.1 Release Note Candidate #1467

wawltor opened this issue Dec 15, 2021 · 0 comments
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@tianxin1860 @wawltor @ZHUI @LiuChiachi @smallv0221 @linjieccc @Steffy-zxf @yingyibiao

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@wawltor
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wawltor commented Dec 15, 2021 •
edited by LiuChiachi
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New features

中文特色小模型 PP-MiniLM发布 #1403 #1487

  • 推理速度快，推理速度是BERT-base(12L768H) 4.2倍
  • 模型参数少，模型参数量相对BERT-base(12L768H) 减少52%
  • 模型精度高，在中文语言理解评测基准 CLUE 7 个分类数据集上精度比 BERT-base(12L768H) 高 0.62

产业级语义检索框架发布 #1463

  • 提供丰富详细的PaddleNLP语义检索教程文档
  • 一站式提供高可用的训练&预测语义检索框架，同时集成高性能 ANN 引擎 Milvus
  • 召回模型方案覆盖有监督、无监督多种数据场景，支持只基于无监督数训练语义索引模型

Taskflow

FasterTransformer

Bugfix
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@ZHUI ZHUI

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@tianxin1860 @wawltor @ZHUI @LiuChiachi @smallv0221 @linjieccc @Steffy-zxf @yingyibiao