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frugalscore_small_roberta_bert-score
moussaKam/frugalscore_small_roberta_bert-score
frugalscore_small_roberta_bert-score is a text classification model from moussaKam. Use it when you need a label for a piece of text. It is set up for transformers.
FrugalScore is an approach to learn a fixed, low cost version of any expensive NLG metric, while retaining most of its original performance
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Feb 1, 2022
- SHA
- cdcd1763
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Model card
From the Hugging Face model README
FrugalScore
FrugalScore is an approach to learn a fixed, low cost version of any expensive NLG metric, while retaining most of its original performance
Paper: https://arxiv.org/abs/2110.08559?context=cs
Project github: https://github.com/moussaKam/FrugalScore
The pretrained checkpoints presented in the paper :
| FrugalScore | Student | Teacher | Method |
|---|---|---|---|
| moussaKam/frugalscore_tiny_bert-base_bert-score | BERT-tiny | BERT-Base | BERTScore |
| moussaKam/frugalscore_small_bert-base_bert-score | BERT-small | BERT-Base | BERTScore |
| moussaKam/frugalscore_medium_bert-base_bert-score | BERT-medium | BERT-Base | BERTScore |
| moussaKam/frugalscore_tiny_roberta_bert-score | BERT-tiny | RoBERTa-Large | BERTScore |
| moussaKam/frugalscore_small_roberta_bert-score | BERT-small | RoBERTa-Large | BERTScore |
| moussaKam/frugalscore_medium_roberta_bert-score | BERT-medium | RoBERTa-Large | BERTScore |
| moussaKam/frugalscore_tiny_deberta_bert-score | BERT-tiny | DeBERTa-XLarge | BERTScore |
| moussaKam/frugalscore_small_deberta_bert-score | BERT-small | DeBERTa-XLarge | BERTScore |
| moussaKam/frugalscore_medium_deberta_bert-score | BERT-medium | DeBERTa-XLarge | BERTScore |
| moussaKam/frugalscore_tiny_bert-base_mover-score | BERT-tiny | BERT-Base | MoverScore |
| moussaKam/frugalscore_small_bert-base_mover-score | BERT-small | BERT-Base | MoverScore |
| moussaKam/frugalscore_medium_bert-base_mover-score | BERT-medium | BERT-Base | MoverScore |
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- Mar 2, 2022
- Updated
- Feb 1, 2022