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deberta-snips
kaantureyyen/deberta-snips
deberta-snips is a text classification model from kaantureyyen. Use it when you need a label for a piece of text.
DeBERTaV3 (small) finetuned on the SNIPS dataset for intent classification with 5 epochs:
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At a glance
- Task
- Text Classification
- Model type
- deberta-v2
- Access
- Public
- Created
- Dec 18, 2024
- Updated
- Dec 18, 2024
- SHA
- 1adc2c51
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Model card
From the Hugging Face model README
DeBERTaV3 (small) finetuned on the SNIPS dataset for intent classification with 5 epochs:
{
"epoch": 5.0,
"eval_accuracy": 0.9299145299145299,
"eval_f1": 0.9300746034490112,
"eval_loss": 0.3602432310581207,
"eval_runtime": 41.4693,
"eval_samples_per_second": 14.107,
"eval_steps_per_second": 3.545,
"step": 430
}
- Task
- Text Classification
- Type
- deberta-v2
- Languages
- en
- Created
- Dec 18, 2024
- Updated
- Dec 18, 2024