---
datasets:
- skg/toxigen-data
- aps/dynahate
- HannahRoseKirk/HatemojiBuild
- mteb-pt/toxic_conversations
- OpenAssistant/oasst2
- tasksource/implicit-hate-stg1
language:
- en
tags:
- toxicity
- hate
---

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           |