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nimble-bert
Bakobiibizo/nimble-bert
nimble-bert is a text classification model from Bakobiibizo. Use it when you need a label for a piece of text. It is set up for transformers.
This bert-base-uncased model was fine-tuned for sequence classification using TextAttack and the yelppolarity dataset loaded using the nlp library. The model was fine-tuned for 5 epochs with a batch size of 16, a lear…
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 21, 2024
- Updated
- Mar 23, 2024
- SHA
- 71eb967b
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Model card
From the Hugging Face model README
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.
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- Mar 21, 2024
- Updated
- Mar 23, 2024