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Title: GitHub - smartether/bert: TensorFlow code and pre-trained models for BERT

Open Graph Title: GitHub - smartether/bert: TensorFlow code and pre-trained models for BERT

X Title: GitHub - smartether/bert: TensorFlow code and pre-trained models for BERT

Description: TensorFlow code and pre-trained models for BERT. Contribute to smartether/bert development by creating an account on GitHub.

Open Graph Description: TensorFlow code and pre-trained models for BERT. Contribute to smartether/bert development by creating an account on GitHub.

X Description: TensorFlow code and pre-trained models for BERT. Contribute to smartether/bert development by creating an account on GitHub.

Opengraph URL: https://github.com/smartether/bert

X: @github

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https://patch-diff.githubusercontent.com/smartether/bert#bert
https://patch-diff.githubusercontent.com/smartether/bert#introduction
https://arxiv.org/abs/1810.04805https://arxiv.org/abs/1810.04805
SQuAD v1.1https://rajpurkar.github.io/SQuAD-explorer/
download the pre-trained modelshttps://patch-diff.githubusercontent.com/smartether/bert#pre-trained-models
run a state-of-the-art fine-tuninghttps://patch-diff.githubusercontent.com/smartether/bert#fine-tuning-with-bert
https://patch-diff.githubusercontent.com/smartether/bert#what-is-bert
word2vechttps://www.tensorflow.org/tutorials/representation/word2vec
GloVehttps://nlp.stanford.edu/projects/glove/
Semi-supervised Sequence Learninghttps://arxiv.org/abs/1511.01432
Generative Pre-Traininghttps://blog.openai.com/language-unsupervised/
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https://patch-diff.githubusercontent.com/smartether/bert#what-has-been-released-in-this-repository
Transformerhttps://arxiv.org/abs/1706.03762
https://patch-diff.githubusercontent.com/smartether/bert#pre-trained-models
BERT-Base, Uncasedhttps://storage.googleapis.com/bert_models/2018_10_18/uncased_L-12_H-768_A-12.zip
BERT-Large, Uncasedhttps://storage.googleapis.com/bert_models/2018_10_18/uncased_L-24_H-1024_A-16.zip
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https://patch-diff.githubusercontent.com/smartether/bert#fine-tuning-with-bert
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https://patch-diff.githubusercontent.com/smartether/bert#fine-tuning-with-cloud-tpus
Google Cloud TPU tutorialhttps://cloud.google.com/tpu/docs/tutorials/mnist
BERT FineTuning with Cloud TPUshttps://colab.research.google.com/github/tensorflow/tpu/blob/master/tools/colab/bert_finetuning_with_cloud_tpus.ipynb
https://patch-diff.githubusercontent.com/smartether/bert#sentence-and-sentence-pair-classification-tasks
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https://patch-diff.githubusercontent.com/smartether/bert#out-of-memory-issues
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https://patch-diff.githubusercontent.com/smartether/bert#using-bert-to-extract-fixed-feature-vectors-like-elmo
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https://patch-diff.githubusercontent.com/smartether/bert#tokenization
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https://patch-diff.githubusercontent.com/smartether/bert#pre-training-with-bert
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https://patch-diff.githubusercontent.com/smartether/bert#pre-training-tips-and-caveats
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https://patch-diff.githubusercontent.com/smartether/bert#using-bert-in-colab
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https://patch-diff.githubusercontent.com/smartether/bert#faq
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arxiv.org/abs/1810.04805https://arxiv.org/abs/1810.04805
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