davanstrien / vit_flyswot_test

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: 1
30-day runs: 15
Model's Last Updated: March 02 2022
image-classification

Introduction of vit_flyswot_test

Model Details of vit_flyswot_test

vit_flyswot_test

This model is a fine-tuned version of on the image_folder dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4777
  • F1: 0.8492
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: 32
  • eval_batch_size: 32
  • seed: 666
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss F1
No log 1.0 52 1.2007 0.3533
No log 2.0 104 1.0037 0.5525
No log 3.0 156 0.8301 0.6318
No log 4.0 208 0.7224 0.6946
No log 5.0 260 0.7298 0.7145
No log 6.0 312 0.6328 0.7729
No log 7.0 364 0.6010 0.7992
No log 8.0 416 0.5174 0.8364
No log 9.0 468 0.5084 0.8479
0.6372 10.0 520 0.4777 0.8492
Framework versions
  • Transformers 4.17.0.dev0
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.3
  • Tokenizers 0.11.6

Runs of davanstrien vit_flyswot_test on huggingface.co

18
Total runs
0
24-hour runs
1
3-day runs
1
7-day runs
15
30-day runs

More Information About vit_flyswot_test huggingface.co Model

vit_flyswot_test huggingface.co

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

davanstrien vit_flyswot_test online free

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

davanstrien vit_flyswot_test online free url in huggingface.co:

https://huggingface.co/davanstrien/vit_flyswot_test

vit_flyswot_test install

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

vit_flyswot_test install url in huggingface.co:

https://huggingface.co/davanstrien/vit_flyswot_test

Url of vit_flyswot_test

vit_flyswot_test huggingface.co Url

Provider of vit_flyswot_test huggingface.co

davanstrien
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