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bert-ja-juman's Introduction

bert-ja-juman

usage

pull from docker

$ make create-container
$ make
$ make jupyter

docker build on your machine

$ make create-image
$ make create-container
$ make
$ make jupyter

validate

according to [https://dev.classmethod.jp/machine-learning/bert-text-embedding/]

  1. access to [http://projector.tensorflow.org/]
  2. upload; push load button and choose output.txt an input.txt
  3. validate with t-SNE.

work log

I almost write down work log to Dockerfile.

Some fixies to bert.

  1. tf_upgrade_v2
  2. adapt tf2;
    • tf.flags -> tf.compat.v1.flags
    • tf.contrib.layers.layer_norm -> tf.keras.layers.LayerNormalization
  3. change tokenizer to use Juman++

reference

bert-ja-juman's People

Watchers

James Cloos avatar Kazuyuki Hashimoto avatar

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