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distilbert-base-uncased-ag-news
textattack/distilbert-base-uncased-ag-news
distilbert-base-uncased-ag-news is a text classification model from textattack. Use it when you need a label for a piece of text. It is set up for transformers.
and the agnews 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 128. Since this was a classification task,…
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jul 7, 2020
- SHA
- 52ee64de
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Model card
From the Hugging Face model README
TextAttack Model CardThis distilbert-base-uncased model was fine-tuned for sequence classification using TextAttack
and the ag_news 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 128.
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 0.9478947368421052, as measured by the
eval set accuracy, found after 1 epoch.
For more information, check out TextAttack on Github.
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Mar 2, 2022
- Updated
- Jul 7, 2020