vuongnhathien / vit-base-change-arg

huggingface.co
Total runs: 4
24-hour runs: -1
7-day runs: 1
30-day runs: -2
Model's Last Updated: May 21 2024
image-classification

Introduction of vit-base-change-arg

Model Details of vit-base-change-arg

vit-base-change-arg

This model is a fine-tuned version of google/vit-base-patch16-224 on the vuongnhathien/30VNFoods dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5967
  • Accuracy: 0.8726
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: 0.0005
  • train_batch_size: 64
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.782 1.0 275 0.8221 0.7638
0.4874 2.0 550 0.8359 0.7730
0.3023 3.0 825 0.7088 0.8115
0.192 4.0 1100 0.6909 0.8258
0.1053 5.0 1375 0.7432 0.8306
0.0487 6.0 1650 0.7190 0.8358
0.0141 7.0 1925 0.6014 0.8720
0.0066 8.0 2200 0.5995 0.8748
0.0018 9.0 2475 0.5910 0.8751
0.0031 10.0 2750 0.5912 0.8759
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of vuongnhathien vit-base-change-arg on huggingface.co

4
Total runs
-1
24-hour runs
-1
3-day runs
1
7-day runs
-2
30-day runs

More Information About vit-base-change-arg huggingface.co Model

More vit-base-change-arg license Visit here:

https://choosealicense.com/licenses/apache-2.0

vit-base-change-arg huggingface.co

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vuongnhathien vit-base-change-arg online free

vit-base-change-arg huggingface.co is an online trial and call api platform, which integrates vit-base-change-arg's modeling effects, including api services, and provides a free online trial of vit-base-change-arg, you can try vit-base-change-arg online for free by clicking the link below.

vuongnhathien vit-base-change-arg online free url in huggingface.co:

https://huggingface.co/vuongnhathien/vit-base-change-arg

vit-base-change-arg install

vit-base-change-arg is an open source model from GitHub that offers a free installation service, and any user can find vit-base-change-arg on GitHub to install. At the same time, huggingface.co provides the effect of vit-base-change-arg install, users can directly use vit-base-change-arg installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

vit-base-change-arg install url in huggingface.co:

https://huggingface.co/vuongnhathien/vit-base-change-arg

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vuongnhathien
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