Downloads · 30 days
4
11% of all-time downloads
electra-problematic-classifier-nd
adrienbrdne/electra-problematic-classifier-nd
electra-problematic-classifier-nd is a text classification model from adrienbrdne. 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.
should probably proofread and complete it, then remove this comment. --
All-time downloads
35
Public
Parameters
109M
438 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors438 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Mar 24, 2025
- Updated
- Mar 24, 2025
- SHA
- 1d80e29b
Try a prompt
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
electra-problematic-classifier-np
This model is a fine-tuned version of google/electra-base-discriminator on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2560
- Accuracy: 0.938
- Auc: 0.977
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Auc |
|---|---|---|---|---|---|
| 0.6111 | 1.0 | 132 | 0.4996 | 0.924 | 0.968 |
| 0.4567 | 2.0 | 264 | 0.3629 | 0.916 | 0.973 |
| 0.3502 | 3.0 | 396 | 0.3241 | 0.88 | 0.976 |
| 0.2987 | 4.0 | 528 | 0.2722 | 0.92 | 0.977 |
| 0.2816 | 5.0 | 660 | 0.2560 | 0.938 | 0.977 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.6.0+cu124
- Datasets 3.4.1
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- License
- apache-2.0
- Created
- Mar 24, 2025
- Updated
- Mar 24, 2025