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komainu-content-moderator
DaijobuAI/komainu-content-moderator
komainu-content-moderator is a text classification model from DaijobuAI. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
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.safetensors738 MB · 98%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- deberta-v2
- Access
- Public
- Created
- Jun 10, 2024
- Updated
- Jun 17, 2024
- SHA
- ac01fd96
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Base models
Model card
From the Hugging Face model README
Daijobu.ai - Komainu - Content Moderator
Model created by Daijobu.ai. Daijobu.ai drives your business AI transformation. Learn More.
Model description
This model can identify 9 types of contents to be moderated.
| Category | Output | Definition |
|---|---|---|
| sexual | 0 | Content meant to arouse sexual excitement, such as the description of sexual activity, or that promotes sexual services (excluding sex education and wellness). |
| hate | 1 | Content that expresses, incites, or promotes hate based on race, gender, ethnicity, religion, nationality, sexual orientation, disability status, or caste. |
| violence | 2 | Content that promotes or glorifies violence or celebrates the suffering or humiliation of others. |
| harassment | 3 | Content that may be used to torment or annoy individuals in real life, or make harassment more likely to occur. |
| self-harm | 4 | Content that promotes, encourages, or depicts acts of self-harm, such as suicide, cutting, and eating disorders. |
| sexual/minors | 5 | Sexual content that includes an individual who is under 18 years old. |
| hate/threatening | 6 | Hateful content that also includes violence or serious harm towards the targeted group. |
| violence/graphic | 7 | Violent content that depicts death, violence, or serious physical injury in extreme graphic detail. |
| fake news | 8 | Fake news |
| OK | 9 | OK |
Intended uses & limitations
English language only. This model is a demonstrator, not intended for commercial or production use. Use with care.
Framework versions
- Transformers 4.40.2
- Pytorch 2.2.2+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
Credits
This model is a fine-tuned version of cross-encoder/nli-deberta-v3-base on Daijobu.ai's content moderation dataset.
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- License
- apache-2.0
- Created
- Jun 10, 2024
- Updated
- Jun 17, 2024