category_cleaning_imagefolder
This model was trained from scratch on the Displate/category_cleaning dataset. It achieves the following results on the evaluation set:
- Loss: 2.6640
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
2.9945 | 0.26 | 100 | 2.8541 |
2.7849 | 0.51 | 200 | 2.7701 |
2.7263 | 0.77 | 300 | 2.6608 |
2.6188 | 1.02 | 400 | 2.6506 |
2.117 | 1.28 | 500 | 2.6806 |
2.0999 | 1.53 | 600 | 2.5797 |
2.0705 | 1.79 | 700 | 2.5239 |
1.9102 | 2.04 | 800 | 2.6560 |
1.4398 | 2.3 | 900 | 2.6920 |
1.423 | 2.55 | 1000 | 2.6806 |
1.3812 | 2.81 | 1100 | 2.6694 |
Framework versions
- Transformers 4.39.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Downloads last month
- 1