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toxicity-fast-onnx
SrikanthDongala/toxicity-fast-onnx
toxicity-fast-onnx is a text classification model from SrikanthDongala. Use it when you need a label for a piece of text. The card lists the license as apache-2.0.
ONNX-quantized toxicity classifier used by the GuardEx SDK as the Layer-2 fast gate in its safety-classification cascade.
All-time downloads
41
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Repo size
624 MB
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0
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.onnx624 MB · 99%
At a glance
- Task
- Text Classification
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- May 2, 2026
- Updated
- May 2, 2026
- SHA
- 1e6ca0bc
Try a prompt
Model card
From the Hugging Face model README
guardex/toxicity-fast-onnx
ONNX-quantized toxicity classifier used by the GuardEx SDK as the Layer-2 fast gate in its safety-classification cascade.
Files
| File | Use |
|---|---|
| model_int8.onnx | INT8 quantized — default, ~3-5x faster |
| model.onnx | FP32 — full precision, use when accuracy matters more than latency |
Labels
{0: "neutral", 1: "toxic"}
Usage via GuardEx SDK
from guardex import Guard
guard = Guard() # pulls this model on first call, caches under ~/.cache/huggingface
- Task
- Text Classification
- Type
- roberta
- License
- apache-2.0
- Languages
- en
- Created
- May 2, 2026
- Updated
- May 2, 2026