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Unverified Commit 778e635f authored by Victor SANH's avatar Victor SANH Committed by GitHub
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[model_cards] roberta-base-finetuned-yelp-polarity (#6009)



* [model_cards] roberta-base-finetuned-yelp-polarity

* Update model_cards/VictorSanh/roberta-base-finetuned-yelp-polarity/README.md
Co-authored-by: default avatarJulien Chaumond <chaumond@gmail.com>
Co-authored-by: default avatarJulien Chaumond <chaumond@gmail.com>
parent 614fef16
---
language: en
datasets:
- yelp_polarity
---
# RoBERTa-base-finetuned-yelp-polarity
This is a [RoBERTa-base](https://huggingface.co/roberta-base) checkpoint fine-tuned on binary sentiment classifcation from [Yelp polarity](https://huggingface.co/nlp/viewer/?dataset=yelp_polarity).
It gets **98.08%** accuracy on the test set.
## Hyper-parameters
We used the following hyper-parameters to train the model on one GPU:
```python
num_train_epochs = 2.0
learning_rate = 1e-05
weight_decay = 0.0
adam_epsilon = 1e-08
max_grad_norm = 1.0
per_device_train_batch_size = 32
gradient_accumulation_steps = 1
warmup_steps = 3500
seed = 42
```
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