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Title: GitHub - geyingli/unif: 基于 Tensorflow,仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类,涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

Open Graph Title: GitHub - geyingli/unif: 基于 Tensorflow,仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类,涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

X Title: GitHub - geyingli/unif: 基于 Tensorflow,仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类,涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

Description: 基于 Tensorflow,仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类,涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域 - geyingli/unif

Open Graph Description: 基于 Tensorflow,仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类,涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域 - geyingli/unif

X Description: 基于 Tensorflow,仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类,涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域 - geyingli/unif

Opengraph URL: https://github.com/geyingli/unif

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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og:image:alt基于 Tensorflow,仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类,涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域 - geyingli/unif
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https://patch-diff.githubusercontent.com/geyingli/unif#特性
https://patch-diff.githubusercontent.com/geyingli/unif#安装
https://patch-diff.githubusercontent.com/geyingli/unif#快速上手
https://patch-diff.githubusercontent.com/geyingli/unif#模型列表
BERTLMhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTLM.ipynb
RoBERTaLMhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/RoBERTaLM.ipynb
ALBERTLMhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/ALBERTLM.ipynb
ELECTRALMhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/ELECTRALM.ipynb
VAELMhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/VAELM.ipynb
GPT2LMhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/GPT2LM.ipynb
UniLMhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/UniLM.ipynb
UniLMPrompthttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/UniLMPrompt.ipynb
TextCNNClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/TextCNNClassifier.ipynb
RNNClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/RNNClassifier.ipynb
BiRNNClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BiRNNClassifier.ipynb
BERTClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTClassifier.ipynb
XLNetClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/XLNetClassifier.ipynb
ALBERTClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/ALBERTClassifier.ipynb
ELECTRAClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/ELECTRAClassifier.ipynb
WideDeepClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/WideDeepClassifier.ipynb
SemBERTClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/SemBERTClassifier.ipynb
UDAClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/UDAClassifier.ipynb
PerformerClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/PerformerClassifier.ipynb
BERTBinaryClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTBinaryClassifier.ipynb
XLNetBinaryClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/XLNetBinaryClassifier.ipynb
ALBERTBinaryClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/ALBERTBinaryClassifier.ipynb
ELECTRABinaryClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/ELECTRABinaryClassifier.ipynb
BERTRegressorhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTRegressor.ipynb
WideDeepRegressorhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/WideDeepRegressor.ipynb
BERTSeqClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTSeqClassifier.ipynb
ALBERTSeqClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/ALBERTSeqClassifier.ipynb
ELECTRASeqClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/ELECTRASeqClassifier.ipynb
BERTSeqCrossClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTSeqCrossClassifier.ipynb
BERTNERhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTNER.ipynb
BERTCRFNERhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTCRFNER.ipynb
BERTCRFCascadeNERhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTCRFCascadeNER.ipynb
BERTMRChttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTMRC.ipynb
ALBERTMRChttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/ALBERTMRC.ipynb
SANetMRChttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/SANetMRC.ipynb
BERTVerifierMRChttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/BERTVerifierMRC.ipynb
RetroReaderMRChttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/RetroReaderMRC.ipynb
TransformerMThttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/TransformerMT.ipynb
TinyBERTClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/TinyBERTClassifier.ipynb
TinyBERTBinaryClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/TinyBERTBinaryClassifier.ipynb
FastBERTClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/FastBERTClassifier.ipynb
PNasNetClassifierhttps://patch-diff.githubusercontent.com/geyingli/unif/blob/master/examples/tutorial/PNasNetClassifier.ipynb
https://patch-diff.githubusercontent.com/geyingli/unif#建模
https://patch-diff.githubusercontent.com/geyingli/unif#训练
https://patch-diff.githubusercontent.com/geyingli/unif#断点
https://patch-diff.githubusercontent.com/geyingli/unif#多进程
https://patch-diff.githubusercontent.com/geyingli/unif#tfrecords
https://patch-diff.githubusercontent.com/geyingli/unif#预训练参数
https://patch-diff.githubusercontent.com/geyingli/unif#变量赋值
https://patch-diff.githubusercontent.com/geyingli/unif#推理评分
https://patch-diff.githubusercontent.com/geyingli/unif#tricks
https://patch-diff.githubusercontent.com/geyingli/unif#优化器
https://patch-diff.githubusercontent.com/geyingli/unif#分层学习率
https://patch-diff.githubusercontent.com/geyingli/unif#对抗式训练
https://patch-diff.githubusercontent.com/geyingli/unif#r-drop
https://patch-diff.githubusercontent.com/geyingli/unif#infonce-loss
https://patch-diff.githubusercontent.com/geyingli/unif#focal-loss
https://patch-diff.githubusercontent.com/geyingli/unif#tfserving
https://patch-diff.githubusercontent.com/geyingli/unif#开发需知
https://patch-diff.githubusercontent.com/geyingli/unif/blob/master/docs/pics/framework.png
https://patch-diff.githubusercontent.com/geyingli/unif#faq
https://patch-diff.githubusercontent.com/geyingli/unif#tips
https://patch-diff.githubusercontent.com/geyingli/unif#尾声
nlp https://patch-diff.githubusercontent.com/topics/nlp
deep-learning https://patch-diff.githubusercontent.com/topics/deep-learning
tensorflow https://patch-diff.githubusercontent.com/topics/tensorflow
mrc https://patch-diff.githubusercontent.com/topics/mrc
language-modeling https://patch-diff.githubusercontent.com/topics/language-modeling
transformer https://patch-diff.githubusercontent.com/topics/transformer
classification https://patch-diff.githubusercontent.com/topics/classification
bert https://patch-diff.githubusercontent.com/topics/bert
distillation https://patch-diff.githubusercontent.com/topics/distillation
gpu-training https://patch-diff.githubusercontent.com/topics/gpu-training
Readme https://patch-diff.githubusercontent.com/geyingli/unif#readme-ov-file
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