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xlnet-base-cased-imdb
textattack/xlnet-base-cased-imdb
xlnet-base-cased-imdb is a text generation model from textattack. Use it when you need the model to write or continue text. It is set up for transformers.
This xlnet-base-cased model was fine-tuned for sequence classification using TextAttack and the imdb dataset loaded using the nlp library. The model was fine-tuned for 5 epochs with a batch size of 32, a learning rate…
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- xlnet
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jul 6, 2020
- SHA
- 694be93d
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Model card
From the Hugging Face model README
TextAttack Model Card
This xlnet-base-cased model was fine-tuned for sequence classification using TextAttack
and the imdb dataset loaded using the nlp library. The model was fine-tuned
for 5 epochs with a batch size of 32, a learning
rate of 2e-05, and a maximum sequence length of 512.
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 0.95352, as measured by the
eval set accuracy, found after 2 epochs.
For more information, check out TextAttack on Github.
- Task
- Text Generation
- Library
- transformers
- Type
- xlnet
- Created
- Mar 2, 2022
- Updated
- Jul 6, 2020