davanstrien / flyswot_iiif

huggingface.co
Total runs: 20
24-hour runs: 0
7-day runs: 3
30-day runs: -1
Model's Last Updated: September 11 2023
image-classification

Introduction of flyswot_iiif

Model Details of flyswot_iiif

flyswot_iiif

This model is a fine-tuned version of facebook/convnext-base-224-22k on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 6.1280
  • F1: 0.0034
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: 64
  • eval_batch_size: 64
  • seed: 666
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 8
  • mixed_precision_training: Native AMP
  • label_smoothing_factor: 0.1
Training results
Training Loss Epoch Step Validation Loss F1
8.5184 0.26 500 7.9280 0.0005
7.7409 0.52 1000 7.5824 0.0007
7.4649 0.78 1500 7.3841 0.0010
7.3285 1.04 2000 7.2652 0.0012
7.1404 1.3 2500 7.1559 0.0014
7.0322 1.56 3000 7.0551 0.0016
6.9197 1.82 3500 6.9449 0.0019
6.7822 2.09 4000 6.8773 0.0018
6.6506 2.35 4500 6.7980 0.0020
6.5811 2.61 5000 6.7382 0.0022
6.538 2.87 5500 6.6582 0.0022
6.4136 3.13 6000 6.6013 0.0024
6.3325 3.39 6500 6.5369 0.0024
6.2566 3.65 7000 6.4875 0.0025
6.2285 3.91 7500 6.4342 0.0027
6.1281 4.17 8000 6.4066 0.0027
6.0762 4.43 8500 6.3674 0.0027
6.0309 4.69 9000 6.3336 0.0027
6.0123 4.95 9500 6.2932 0.0030
5.9089 5.21 10000 6.2835 0.0029
5.8901 5.47 10500 6.2481 0.0030
5.86 5.74 11000 6.2295 0.0030
5.8586 6.0 11500 6.2068 0.0033
5.7768 6.26 12000 6.1937 0.0031
5.7591 6.52 12500 6.1916 0.0032
5.7443 6.78 13000 6.1579 0.0033
5.7125 7.04 13500 6.1478 0.0033
5.6751 7.3 14000 6.1379 0.0035
5.6648 7.56 14500 6.1304 0.0035
5.6644 7.82 15000 6.1280 0.0034
Framework versions
  • Transformers 4.17.0.dev0
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.3
  • Tokenizers 0.11.6

Runs of davanstrien flyswot_iiif on huggingface.co

20
Total runs
0
24-hour runs
2
3-day runs
3
7-day runs
-1
30-day runs

More Information About flyswot_iiif huggingface.co Model

More flyswot_iiif license Visit here:

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

flyswot_iiif huggingface.co

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

davanstrien flyswot_iiif online free

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

davanstrien flyswot_iiif online free url in huggingface.co:

https://huggingface.co/davanstrien/flyswot_iiif

flyswot_iiif install

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

flyswot_iiif install url in huggingface.co:

https://huggingface.co/davanstrien/flyswot_iiif

Url of flyswot_iiif

Provider of flyswot_iiif huggingface.co

davanstrien
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