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vit-base-beans

nickmuchi / vit-base-beans

Run on huggingface.co
huggingface.co
Total runs: 25
24-hour runs: 0
7-day runs: -9
30-day runs: 1
Model's Last Updated: September 27 2023
image-classification

Introduction of vit-base-beans

Model Details of vit-base-beans

vit-base-beans

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

  • Loss: 0.0505
  • Accuracy: 0.9850
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: 8
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.1166 1.54 100 0.0764 0.9850
0.1607 3.08 200 0.2114 0.9398
0.0067 4.62 300 0.0692 0.9774
0.005 6.15 400 0.0944 0.9624
0.0043 7.69 500 0.0505 0.9850
Framework versions
  • Transformers 4.16.2
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.3
  • Tokenizers 0.11.0

Runs of nickmuchi vit-base-beans on huggingface.co

25
Total runs
0
24-hour runs
-2
3-day runs
-9
7-day runs
1
30-day runs

More Information About vit-base-beans huggingface.co Model

More vit-base-beans license Visit here:

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

vit-base-beans huggingface.co

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

vit-base-beans huggingface.co Url

https://huggingface.co/nickmuchi/vit-base-beans

nickmuchi vit-base-beans online free

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

nickmuchi vit-base-beans online free url in huggingface.co:

https://huggingface.co/nickmuchi/vit-base-beans

vit-base-beans install

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

vit-base-beans install url in huggingface.co:

https://huggingface.co/nickmuchi/vit-base-beans

Url of vit-base-beans

vit-base-beans huggingface.co Url

Provider of vit-base-beans huggingface.co

nickmuchi
ORGANIZATIONS
huggingface.co

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