akashmaggon / vit-base-classification-new

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Total runs: 3
24-hour runs: 0
7-day runs: -2
30-day runs: -2
Model's Last Updated: May 14 2024
image-classification

Introduction of vit-base-classification-new

Model Details of vit-base-classification-new

vit-base-classification-new

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: 0.0101
  • F1: 0.9891
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: 6
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss F1
0.4961 1.0 212 0.4091 0.8536
0.1776 2.0 424 0.1429 0.9425
0.0619 3.0 636 0.0713 0.9783
0.0281 4.0 848 0.0239 0.9942
0.0125 5.0 1060 0.0138 0.9931
0.0067 6.0 1272 0.0101 0.9891
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

Runs of akashmaggon vit-base-classification-new on huggingface.co

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vit-base-classification-new huggingface.co

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

vit-base-classification-new huggingface.co Url

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

akashmaggon vit-base-classification-new online free

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

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

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

vit-base-classification-new install

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

vit-base-classification-new install url in huggingface.co:

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

Url of vit-base-classification-new

vit-base-classification-new huggingface.co Url

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akashmaggon
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