Downloads · 30 days
25
26% of all-time downloads
benginVSmaliuos
datasetsANDmodels/benginVSmaliuos
benginVSmaliuos is a text classification model from datasetsANDmodels. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
This model classifies bengin/maliuos from English text.
All-time downloads
95
Public
Parameters
355M
1.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.4 GB · 98%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- May 21, 2024
- Updated
- Aug 15, 2025
- SHA
- 8b7df568
Try a prompt
Base models
Model card
From the Hugging Face model README
This model classifies bengin/maliuos from English text.
bm
This model is a fine-tuned version of roberta-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0000
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: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0602 | 1.0 | 767 | 0.0000 |
| 0.0 | 2.0 | 1534 | 0.0000 |
| 0.0 | 3.0 | 2301 | 0.0000 |
| 0.0 | 4.0 | 3068 | 0.0000 |
| 0.0 | 5.0 | 3835 | 0.0000 |
| 0.0 | 6.0 | 4602 | 0.0000 |
| 0.0 | 7.0 | 5369 | 0.0000 |
| 0.0 | 8.0 | 6136 | 0.0000 |
| 0.0 | 9.0 | 6903 | 0.0000 |
| 0.0 | 10.0 | 7670 | 0.0000 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.0
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Languages
- en
- Created
- May 21, 2024
- Updated
- Aug 15, 2025