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deberta-v3-base-tasksource-toxicity
sileod/deberta-v3-base-tasksource-toxicity
deberta-v3-base-tasksource-toxicity is a text classification model from sileod. Use it when you need a label for a piece of text. It is set up for transformers.
Multi-task fine-tune of deberta-base-tasksource for hate detection
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- deberta-v2
- Access
- Public
- Created
- Apr 19, 2024
- Updated
- Jun 7, 2024
- SHA
- 824dfb6a
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Model card
From the Hugging Face model README
Multi-task fine-tune of deberta-base-tasksource for hate detection
| Test Name | Test Accuracy (%) | Test Pearson (%) |
|---|---|---|
| dynahate | 82.8 | |
| toxic_conversations | 96.0 | |
| implicit-hate-stg1 | 78.0 | |
| HatemojiBuild | 70.6 | |
| tweet_eval/hate | 55.8 | |
| oasst2_dense_flat/toxicity | 50.996 | |
| civil_comments/toxicity | 73.046 | |
| toxigen-data | 78.217 |
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- Languages
- en
- Created
- Apr 19, 2024
- Updated
- Jun 7, 2024