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Quick Start

  • Installation
  • Chinese sentiment analysis with PaddleNLP: A 10-Minute Tutorial

Data Preparation

  • Overview
  • Datasets List
  • Load Datasets
  • Customize Your Datasets
  • Data Preprocess

Tutorials

  • Text Classification
  • Word Embeddings
  • Semantic Matching
  • Text Generation
  • Machine Translation
  • Reading Comprehension
  • General Dialogue
  • Sequence Labeling
  • Lexical Analysis

Advanced Guide

  • Model Compression
    • 模型压缩简介
    • 由BERT到Bi-LSTM的知识蒸馏
    • 使用DynaBERT中的策略对BERT进行压缩
  • Deployment
  • Distributed Training

Community Contribution

  • Dataset Contribution

API Reference

  • paddlenlp.data
  • paddlenlp.datasets
  • paddlenlp.embeddings
  • paddlenlp.ext_op
  • paddlenlp.layers
  • paddlenlp.metrics
  • paddlenlp.seq2vec
  • paddlenlp.transformers
  • paddlenlp.utils
PaddleNLP
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  • 模型压缩
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模型压缩¶

  • 模型压缩简介
  • 由BERT到Bi-LSTM的知识蒸馏
  • 使用DynaBERT中的策略对BERT进行压缩
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