akashmaggon / classification-vit

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Total runs: 3
24-hour runs: 0
7-day runs: 0
30-day runs: 2
Model's Last Updated: February 11 2024
image-classification

Introduction of classification-vit

Model Details of classification-vit

classification-vit

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1143
  • F1: 0.8957
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: 32
  • 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 F1
0.3758 1.0 238 0.2390 0.7505
0.2044 2.0 476 0.1605 0.8798
0.133 3.0 714 0.1221 0.8957
0.0942 4.0 952 0.1143 0.8957
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.17.0
  • Tokenizers 0.15.1

Runs of akashmaggon classification-vit on huggingface.co

3
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
2
30-day runs

More Information About classification-vit huggingface.co Model

More classification-vit license Visit here:

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

classification-vit huggingface.co

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

classification-vit huggingface.co Url

https://huggingface.co/akashmaggon/classification-vit

akashmaggon classification-vit online free

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

akashmaggon classification-vit online free url in huggingface.co:

https://huggingface.co/akashmaggon/classification-vit

classification-vit install

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

classification-vit install url in huggingface.co:

https://huggingface.co/akashmaggon/classification-vit

Url of classification-vit

classification-vit huggingface.co Url

Provider of classification-vit huggingface.co

akashmaggon
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