textattack/bert-base-uncased-imdb

The best score the model achieved on this task was 0.89088, as measured by the eval set accuracy, found after 4 epochs . The model was fine-tuned for 5 epochs with a batch size of 16, a learning rate of 2e-05, and a maximum sequence length of 128 . For more information, check out TextAttack on Github and the nlp library on the TextAttack app for the latest version of this article . We hope to improve accuracy of our search engine by using TextAttack and nlp on the current version of the app . We are happy to provide an easy way to use the app to test our software with the new version,