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deberta-v3-large-sentiment-mixture
brutusxu/deberta-v3-large-sentiment-mixture
deberta-v3-large-sentiment-mixture is a text classification model from brutusxu. Use it when you need a label for a piece of text. It is set up for transformers.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- deberta-v2
- Access
- Public
- Created
- Nov 24, 2023
- Updated
- Nov 24, 2023
- SHA
- b772ef99
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Model card
From the Hugging Face model README
deberta-v3-large finetuned on a mixture of three sentiment classification datasets
train set
sst2<br> financial_phrasebank<br> imdb<br>
test set
sst2<br> imdb<br>
train args<br>
max_input_length: 256<br> epoch: 3<br> optimizer: AdamW<br> lr: 1e-5<br> fp16: True<br>
performance<br>
accuracy on mixture of sst2 and imdb test set: 95.3%<br>
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- Created
- Nov 24, 2023
- Updated
- Nov 24, 2023