Downloads · 30 days
12
13% of all-time downloads
convnext-nano-5ep-batch-32
vuongnhathien/convnext-nano-5ep-batch-32
convnext-nano-5ep-batch-32 is a image classification model from vuongnhathien. 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
96
Public
Parameters
15M
300 MB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors60 MB · 100%
At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- convnextv2
- Access
- Public
- Created
- May 22, 2024
- Updated
- May 22, 2024
- SHA
- 3dc04b75
Base models
Datasets
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. -->
convnext-nano-5ep-batch-16
This model is a fine-tuned version of facebook/convnextv2-nano-22k-384 on the vuongnhathien/30VNFoods dataset. It achieves the following results on the evaluation set:
- Loss: 0.3835
- Accuracy: 0.9171
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: 0.0003
- train_batch_size: 32
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.575 | 1.0 | 550 | 0.5743 | 0.8250 |
| 0.3134 | 2.0 | 1100 | 0.4706 | 0.8680 |
| 0.1174 | 3.0 | 1650 | 0.4487 | 0.8863 |
| 0.017 | 4.0 | 2200 | 0.3822 | 0.9129 |
| 0.0118 | 5.0 | 2750 | 0.3802 | 0.9137 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Image Classification
- Library
- transformers
- Type
- convnextv2
- License
- apache-2.0
- Created
- May 22, 2024
- Updated
- May 22, 2024