vuongnhathien / vit-base-add-2-decay

huggingface.co
Total runs: 9
24-hour runs: -1
7-day runs: -5
30-day runs: -2
Model's Last Updated: May 22 2024
image-classification

Introduction of vit-base-add-2-decay

Model Details of vit-base-add-2-decay

vit-base-add-2-decay

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: 0.5253
  • Accuracy: 0.8867
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: 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
0.6211 1.0 275 0.6582 0.7996
0.3091 2.0 550 0.5436 0.8457
0.1674 3.0 825 0.5812 0.8565
0.0947 4.0 1100 0.5674 0.8648
0.0335 5.0 1375 0.6408 0.8517
0.0235 6.0 1650 0.5589 0.8803
0.006 7.0 1925 0.5129 0.8859
0.0054 8.0 2200 0.4975 0.8922
0.0017 9.0 2475 0.4996 0.8926
0.0027 10.0 2750 0.4998 0.8915
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of vuongnhathien vit-base-add-2-decay on huggingface.co

9
Total runs
-1
24-hour runs
-2
3-day runs
-5
7-day runs
-2
30-day runs

More Information About vit-base-add-2-decay huggingface.co Model

More vit-base-add-2-decay license Visit here:

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

vit-base-add-2-decay huggingface.co

vit-base-add-2-decay huggingface.co is an AI model on huggingface.co that provides vit-base-add-2-decay's model effect (), which can be used instantly with this vuongnhathien vit-base-add-2-decay model. huggingface.co supports a free trial of the vit-base-add-2-decay model, and also provides paid use of the vit-base-add-2-decay. Support call vit-base-add-2-decay model through api, including Node.js, Python, http.

vuongnhathien vit-base-add-2-decay online free

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vuongnhathien vit-base-add-2-decay online free url in huggingface.co:

https://huggingface.co/vuongnhathien/vit-base-add-2-decay

vit-base-add-2-decay install

vit-base-add-2-decay is an open source model from GitHub that offers a free installation service, and any user can find vit-base-add-2-decay on GitHub to install. At the same time, huggingface.co provides the effect of vit-base-add-2-decay install, users can directly use vit-base-add-2-decay installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

vit-base-add-2-decay install url in huggingface.co:

https://huggingface.co/vuongnhathien/vit-base-add-2-decay

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vuongnhathien
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