Downloads · 30 days
63
27% of all-time downloads
onnx-community/bert-small-phishing-ONNX
bert-small-phishing-ONNX is a text classification model from onnx-community. Use it when you need a label for a piece of text. It is set up for transformers.js. The card lists the license as mit.
This is an ONNX version of David-Egea/bert-small-phishing. It was automatically converted and uploaded using this Hugging Face Space.
Downloads · 30 days
63
27% of all-time downloads
All-time downloads
230
Public
Repo size
343 MB
Likes
2
Public
Click a slice to open those files.
.onnx445 MB · 100%
From the Hugging Face model README
This is an ONNX version of David-Egea/bert-small-phishing. It was automatically converted and uploaded using this Hugging Face Space.
See the pipeline documentation for text-classification: https://huggingface.co/docs/transformers.js/api/pipelines#module_pipelines.TextClassificationPipeline
This model is a fine-tuned version of prajjwal1/bert-small on the None dataset. It achieves the following results on the evaluation set:
More information needed
More information needed
More information needed
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|---|---|---|---|---|---|---|---|
| 0.202 | 1.0 | 762 | 0.0941 | 0.9717 | 0.9728 | 0.9520 | 0.9623 |
| 0.077 | 2.0 | 1524 | 0.0964 | 0.9764 | 0.9757 | 0.9617 | 0.9686 |
| 0.0428 | 3.0 | 2286 | 0.0992 | 0.9786 | 0.9739 | 0.9695 | 0.9717 |
| 0.0248 | 4.0 | 3048 | 0.1006 | 0.9766 | 0.9713 | 0.9669 | 0.9691 |