Downloads · 30 days
1
2% of all-time downloads
mmodel_v2
isergazin/mmodel_v2
mmodel_v2 is a text classification model from isergazin. 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
49
Public
Parameters
178M
6.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors713 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Dec 1, 2024
- Updated
- Dec 12, 2024
- SHA
- bf2d4b1a
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. -->
mmodel_v2
This model is a fine-tuned version of ai-forever/ruBert-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0613
- Accuracy: 0.7115
- F1: 0.7076
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: 0.0002
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Use 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 | F1 |
|---|---|---|---|---|---|
| 1.631 | 1.0 | 693 | 1.2443 | 0.6671 | 0.6599 |
| 1.1397 | 2.0 | 1386 | 1.0194 | 0.7142 | 0.7069 |
| 0.8178 | 3.0 | 2079 | 0.9897 | 0.7126 | 0.7057 |
| 0.667 | 4.0 | 2772 | 1.0223 | 0.7099 | 0.7049 |
| 0.5712 | 5.0 | 3465 | 1.0613 | 0.7115 | 0.7076 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.5.1
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Dec 1, 2024
- Updated
- Dec 12, 2024