Downloads · 30 days
9
28% of all-time downloads
Ohm-version3
Ohmmy3847/Ohm-version3
Ohm-version3 is a text classification model from Ohmmy3847. 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.
should probably proofread and complete it, then remove this comment. --
All-time downloads
32
Public
Parameters
278M
10 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.1 GB · 98%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- May 8, 2024
- Updated
- May 8, 2024
- SHA
- c6914913
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. -->
Ohm-version3
This model is a fine-tuned version of FacebookAI/xlm-roberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3029
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: 1e-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 |
|---|---|---|---|
| 0.4956 | 1.0 | 443 | 0.3774 |
| 0.2915 | 2.0 | 886 | 0.3666 |
| 0.1777 | 3.0 | 1329 | 0.3342 |
| 0.1012 | 4.0 | 1772 | 0.4155 |
| 0.1026 | 5.0 | 2215 | 0.3799 |
| 0.002 | 6.0 | 2658 | 0.3568 |
| 0.1367 | 7.0 | 3101 | 0.2850 |
| 0.1257 | 8.0 | 3544 | 0.3441 |
| 0.0136 | 9.0 | 3987 | 0.2987 |
| 0.1336 | 10.0 | 4430 | 0.3029 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- May 8, 2024
- Updated
- May 8, 2024