nickypro / vit-cifar100

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Total runs: 60
24-hour runs: 0
7-day runs: 32
30-day runs: 36
Model's Last Updated: February 22 2024
image-classification

Introduction of vit-cifar100

Model Details of vit-cifar100

vit-base-beans-demo-v5

Note: This model is copied from Ahmed9275/Vit-Cifar100 . See below for details


This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the Cifar100 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4420
  • Accuracy: 0.8985
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: 0.0002
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.08 1.0 3125 0.6196 0.8262
0.3816 2.0 6250 0.5322 0.8555
0.1619 3.0 9375 0.4817 0.8765
0.0443 4.0 12500 0.4420 0.8985
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.1
  • Tokenizers 0.12.1

Runs of nickypro vit-cifar100 on huggingface.co

60
Total runs
0
24-hour runs
0
3-day runs
32
7-day runs
36
30-day runs

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vit-cifar100 huggingface.co is an AI model on huggingface.co that provides vit-cifar100's model effect (), which can be used instantly with this nickypro vit-cifar100 model. huggingface.co supports a free trial of the vit-cifar100 model, and also provides paid use of the vit-cifar100. Support call vit-cifar100 model through api, including Node.js, Python, http.

vit-cifar100 huggingface.co Url

https://huggingface.co/nickypro/vit-cifar100

nickypro vit-cifar100 online free

vit-cifar100 huggingface.co is an online trial and call api platform, which integrates vit-cifar100's modeling effects, including api services, and provides a free online trial of vit-cifar100, you can try vit-cifar100 online for free by clicking the link below.

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https://huggingface.co/nickypro/vit-cifar100

vit-cifar100 install

vit-cifar100 is an open source model from GitHub that offers a free installation service, and any user can find vit-cifar100 on GitHub to install. At the same time, huggingface.co provides the effect of vit-cifar100 install, users can directly use vit-cifar100 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

vit-cifar100 install url in huggingface.co:

https://huggingface.co/nickypro/vit-cifar100

Url of vit-cifar100

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Provider of vit-cifar100 huggingface.co

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Total runs: 186
Run Growth: -432
Growth Rate: -232.26%
Updated: September 21 2023