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--- |
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datasets: |
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- neurae/dnd_style_intents |
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language: |
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- en |
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pipeline_tag: text-classification |
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license: apache-2.0 |
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metrics: |
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- accuracy |
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- f1 |
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--- |
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This is electra base tuned with optimal lr, lr scheduler and weight decay on dnd-style-intents dataset. |
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| parametrs | value | |
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|---------------|----------------------| |
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| learning rate | 6.6e-5 | |
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| lr scheduler | cosine with restarts | |
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| weight decay | 0 | |
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Model has next metrics on test data from dataset |
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| metric | value | |
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|----------|-------| |
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| accuracy | 0.978 | |
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| Macro F1 | 0.976 | |
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| Micro F1 | 0.978 | |
