textattack / bert-base-uncased-yelp-polarity

huggingface.co
Total runs: 21.4K
24-hour runs: 184
7-day runs: 1.8K
30-day runs: 5.8K
Model's Last Updated: May 20 2021
text-classification

Introduction of bert-base-uncased-yelp-polarity

Model Details of bert-base-uncased-yelp-polarity

TextAttack Model Card

This bert-base-uncased model was fine-tuned for sequence classification using TextAttack and the yelp_polarity dataset loaded using the nlp library. The model was fine-tuned for 5 epochs with a batch size of 16, a learning rate of 5e-05, and a maximum sequence length of 256. Since this was a classification task, the model was trained with a cross-entropy loss function. The best score the model achieved on this task was 0.9699473684210527, as measured by the eval set accuracy, found after 4 epochs.

For more information, check out TextAttack on Github .

Runs of textattack bert-base-uncased-yelp-polarity on huggingface.co

21.4K
Total runs
184
24-hour runs
1.4K
3-day runs
1.8K
7-day runs
5.8K
30-day runs

More Information About bert-base-uncased-yelp-polarity huggingface.co Model

bert-base-uncased-yelp-polarity huggingface.co

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bert-base-uncased-yelp-polarity huggingface.co Url

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bert-base-uncased-yelp-polarity install

bert-base-uncased-yelp-polarity is an open source model from GitHub that offers a free installation service, and any user can find bert-base-uncased-yelp-polarity on GitHub to install. At the same time, huggingface.co provides the effect of bert-base-uncased-yelp-polarity install, users can directly use bert-base-uncased-yelp-polarity installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

bert-base-uncased-yelp-polarity install url in huggingface.co:

https://huggingface.co/textattack/bert-base-uncased-yelp-polarity

Url of bert-base-uncased-yelp-polarity

bert-base-uncased-yelp-polarity huggingface.co Url

Provider of bert-base-uncased-yelp-polarity huggingface.co

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