Downloads · 30 days
4
6% of all-time downloads
vit-base-beans
coolfinish/vit-base-beans
vit-base-beans is a image classification model from coolfinish. Use it when you need a label for an image. 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
65
Public
Parameters
85.8M
1 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors343 MB · 100%
At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Sep 3, 2025
- Updated
- Sep 3, 2025
- SHA
- ff6887bb
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. -->
vit-base-beans
This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the beans dataset. It achieves the following results on the evaluation set:
- Loss: 0.0655
- Accuracy: 0.9925
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: 1337
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.2832 | 1.0 | 130 | 0.2142 | 0.9624 |
| 0.1302 | 2.0 | 260 | 0.1333 | 0.9699 |
| 0.1391 | 3.0 | 390 | 0.0981 | 0.9774 |
| 0.0816 | 4.0 | 520 | 0.0655 | 0.9925 |
| 0.1092 | 5.0 | 650 | 0.0834 | 0.9774 |
Framework versions
- Transformers 4.57.0.dev0
- Pytorch 2.8.0
- Datasets 4.0.0
- Tokenizers 0.22.0
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Sep 3, 2025
- Updated
- Sep 3, 2025