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phishing-email-detection-distilbert-ONNX
lemonade-sdk/phishing-email-detection-distilbert-ONNX
phishing-email-detection-distilbert-ONNX is a text classification model from lemonade-sdk. Use it when you need a label for a piece of text. It is set up for onnx. The card lists the license as apache-2.0.
ONNX export of cybersectony/phishing-email-detection-distilbertv2.4.1, packaged for the Lemonade router classifier backend (ort-server).
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Repo size
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At a glance
- Task
- Text Classification
- Library
- onnx
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Jul 10, 2026
- Updated
- Jul 10, 2026
- SHA
- 48e24f56
Try a prompt
Base models
Model card
From the Hugging Face model README
phishing-email-detection-distilbert-ONNX
ONNX export of cybersectony/phishing-email-detection-distilbert_v2.4.1, packaged for the Lemonade router classifier backend (ort-server).
- Base model:
cybersectony/phishing-email-detection-distilbert_v2.4.1 - Task: text-classification
- Labels:
LABEL_0,LABEL_1,LABEL_2,LABEL_3
Files
| file | purpose |
|---|---|
model.onnx | the exported model (input_ids/attention_mask → logits) |
tokenizer.json | the original HuggingFace tokenizer |
manifest.json | task / labels / normalization for ort-server |
export.py | the exact script used to produce & validate these files |
Validation after export
Exported from source with 🤗 Optimum and validated against the original PyTorch model on fixtures (ONNX Runtime CPU vs HF): max softmax delta 0.0 (0 = identical).
CPU-EP latency (ONNX Runtime, single input): ~4.01 ms p50 @ 12 tokens.
Reproduce
pip install "optimum[onnxruntime]" transformers torch onnxruntime sentencepiece
python export.py cybersectony/phishing-email-detection-distilbert_v2.4.1 ./out --task text-classification
See validation.json for the recorded parity result.
License
Follows the base model cybersectony/phishing-email-detection-distilbert_v2.4.1; refer to it for terms.
- Task
- Text Classification
- Library
- onnx
- Type
- distilbert
- License
- apache-2.0
- Created
- Jul 10, 2026
- Updated
- Jul 10, 2026