02shanky / vit-finetuned-cifar10

huggingface.co
Total runs: 106
24-hour runs: 1
7-day runs: -1
30-day runs: 17
Model's Last Updated: October 26 2023
image-classification

Introduction of vit-finetuned-cifar10

Model Details of vit-finetuned-cifar10

test-cifar-10

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the cifar10 dataset. It achieves the following results on the evaluation set:

  • eval_loss: 0.0831
  • eval_accuracy: 0.9802
  • eval_runtime: 75.4306
  • eval_samples_per_second: 66.286
  • eval_steps_per_second: 16.572
  • epoch: 1.0
  • step: 4500
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: 10
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Framework versions
  • Transformers 4.34.1
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.6
  • Tokenizers 0.14.1

Runs of 02shanky vit-finetuned-cifar10 on huggingface.co

106
Total runs
1
24-hour runs
-3
3-day runs
-1
7-day runs
17
30-day runs

More Information About vit-finetuned-cifar10 huggingface.co Model

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vit-finetuned-cifar10 huggingface.co is an AI model on huggingface.co that provides vit-finetuned-cifar10's model effect (), which can be used instantly with this 02shanky vit-finetuned-cifar10 model. huggingface.co supports a free trial of the vit-finetuned-cifar10 model, and also provides paid use of the vit-finetuned-cifar10. Support call vit-finetuned-cifar10 model through api, including Node.js, Python, http.

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https://huggingface.co/02shanky/vit-finetuned-cifar10

vit-finetuned-cifar10 install

vit-finetuned-cifar10 is an open source model from GitHub that offers a free installation service, and any user can find vit-finetuned-cifar10 on GitHub to install. At the same time, huggingface.co provides the effect of vit-finetuned-cifar10 install, users can directly use vit-finetuned-cifar10 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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