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distilbert-base-uncased-imdb
textattack/distilbert-base-uncased-imdb
distilbert-base-uncased-imdb 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.
This distilbert-base-uncased 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 16, a learni…
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jul 6, 2020
- SHA
- 5b0f46c2
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Model card
From the Hugging Face model README
TextAttack Model Card
This distilbert-base-uncased 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 16, 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 0.88, as measured by the
eval set accuracy, found after 2 epochs.
For more information, check out TextAttack on Github.
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Mar 2, 2022
- Updated
- Jul 6, 2020