问题描述
我正在尝试从他们在 google colab 上的网站上执行 simpletransformers 示例。
示例:
from simpletransformers.classification import ClassificationModel,ClassificationArgs
import pandas as pd
import logging
logging.basicConfig(level=logging.INFO)
transformers_logger = logging.getLogger("transformers")
transformers_logger.setLevel(logging.WARNING)
# Preparing train data
train_data = [
["aragorn was the heir of Isildur",1],["Frodo was the heir of Isildur",0],]
train_df = pd.DataFrame(train_data)
train_df.columns = ["text","labels"]
# Preparing eval data
eval_data = [
["Theoden was the king of Rohan",["Merry was the king of Rohan",]
eval_df = pd.DataFrame(eval_data)
eval_df.columns = ["text","labels"]
# Optional model configuration
model_args = ClassificationArgs(num_train_epochs=1)
# Create a ClassificationModel
model = ClassificationModel(
"roberta","roberta-base",args=model_args
)
# Train the model
model.train_model(train_df)
# Evaluate the model
result,model_outputs,wrong_predictions = model.eval_model(eval_df)
# Make predictions with the model
predictions,raw_outputs = model.predict(["Sam was a Wizard"])
但它给了我以下错误:
VersionConflict: tokenizers==0.9.4 是正常的需要 此模块的功能,但发现标记器== 0.10.0。尝试:点子 如果您正在工作,请安装转换器 -U 或 pip install -e '.[dev]' 与 git master
我尝试过 !pip install transformers -U
甚至 !pip install tokenizers==0.9.4
,但一直出现相同的错误。
我之前执行过这段代码,它运行起来很有趣,但现在却出现了上述错误。
解决方法
我把这个放在这里以防有人遇到同样的问题。 我得到了创作者本人的帮助。
Workaround:
Install tokenizers==0.9.4 before install simpletransformers
In Colab for example;
!pip install tokenizers==0.9.4
!pip install simpletransformers
https://github.com/ThilinaRajapakse/simpletransformers/issues/950