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model_1_deberta
Josef0801/model_1_deberta
model_1_deberta is a text classification model from Josef0801. Use it when you need a label for a piece of text. It is set up for transformers.
This model is based on svenbl80/deberta-v3-Base-finetuned-chatdoc-V5's model but further finetuned a synthetic dataset.
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Repo size
740 MB
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.h5738 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- deberta-v2
- Access
- Public
- Created
- Jan 24, 2024
- Updated
- Jan 24, 2024
- SHA
- 66854f62
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Model card
From the Hugging Face model README
This model is based on svenbl80/deberta-v3-Base-finetuned-chatdoc-V5's model but further finetuned a synthetic dataset.
It performs poorly on a different benchmark from the same document: precision recall f1-score support
0 0.19 0.22 0.20 23
1 0.62 0.44 0.52 75
2 0.00 0.00 0.00 19
accuracy 0.32 117
macro avg 0.27 0.22 0.24 117
weighted avg 0.44 0.32 0.37 117
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- Created
- Jan 24, 2024
- Updated
- Jan 24, 2024