Downloads · 30 days
2
13% of all-time downloads
rezultate3
mihail11/rezultate3
rezultate3 is a text classification model from mihail11. 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
15
Public
Parameters
67M
804 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors268 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Jun 20, 2025
- Updated
- Jun 20, 2025
- SHA
- 6b371398
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. -->
rezultate3
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0339
- Accuracy: 0.9928
- Precision: 0.9929
- Recall: 0.9928
- F1: 0.9928
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|---|---|---|---|---|---|---|---|
| 0.0486 | 1.0 | 2437 | 0.0511 | 0.9908 | 0.9908 | 0.9908 | 0.9908 |
| 0.0386 | 2.0 | 4874 | 0.0499 | 0.9912 | 0.9913 | 0.9912 | 0.9912 |
| 0.0457 | 3.0 | 7311 | 0.0396 | 0.9926 | 0.9927 | 0.9926 | 0.9926 |
| 0.0253 | 4.0 | 9748 | 0.0382 | 0.9926 | 0.9927 | 0.9926 | 0.9926 |
| 0.0375 | 5.0 | 12185 | 0.0339 | 0.9928 | 0.9929 | 0.9928 | 0.9928 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.1+cpu
- Datasets 3.0.1
- Tokenizers 0.20.0
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Jun 20, 2025
- Updated
- Jun 20, 2025