Closed emanueledirosa closed 5 years ago
I have the same issue.
Same issue here.
Same issue when running google colab, even when I tried to use git clone then python setup.py install
same issue
Same issue here. I tried installing the module again, that didn't work either.
@emanueledirosa @irakli97 @evkoskib @dangmanhtruong1995 @callzhang @athakur5
The original bert-text
has been deleted and is no longer maintained. The current bert-text
is doing other functions. If you want to learn about bert text tasks, I recommend this code: https://kashgari.bmio.net/tutorial/text-classification/
import kashgari
from kashgari.corpus import SMP2018ECDTCorpus
from kashgari.tasks.classification import BiLSTM_Model
from kashgari.embeddings import BERTEmbedding
from kashgari.callbacks import EvalCallBack
from tensorflow.python import keras
from kashgari import utils
# if GPU True else Fasle
kashgari.config.use_cudnn_cell = True
# dataset
train_x, train_y = SMP2018ECDTCorpus.load_data('train')
valid_x, valid_y = SMP2018ECDTCorpus.load_data('valid')
test_x, test_y = SMP2018ECDTCorpus.load_data('test')
# '<PRE_TRAINED_BERT_MODEL_FOLDER>':BERT model path
bert_embed = BERTEmbedding('/home/new/Toxicity/bert_model/models/chinese_L-12_H-768_A-12',
task=kashgari.CLASSIFICATION,
sequence_length=100)
model = BiLSTM_Model(bert_embed)
tf_board_callback = keras.callbacks.TensorBoard(log_dir='./logs', update_freq=1000)
eval_callback = EvalCallBack(kash_model=model,
valid_x=valid_x,
valid_y=valid_y,
step=5)
model.fit(train_x,
train_y,
valid_x,
valid_y,
batch_size=100,
callbacks=[eval_callback, tf_board_callback])
model.evaluate(test_x, test_y)
# save model to `saved_classification_model`
model.save('saved_classification_model')
# load model
loaded_model = kashgari.utils.load_model('saved_classification_model')
# predict
loaded_model.predict(test_x[:10])
# Save model
utils.convert_to_saved_model(model,
model_path='saved_model/blstm',
version=1)
Any chance you might be able to point us to a commit for the old functional code? I would be happy to maintain the code.
Same issue
+1 same issue
+1
+1
Hi! Very interesting project but I could not test it even on colab. When I run "from bert_text import run_on_dfs" I get the following error: ModuleNotFoundError: No module named 'bert_text'
Even if I installed it. If you just run the colab here you will reproduce the issue: https://github.com/wshuyi/demo-text-binary-classification-with-bert/blob/master/bert_text_classification.ipynb
Thank you