davanstrien / convnext_manuscript_iiif

huggingface.co
Total runs: 17
24-hour runs: 0
7-day runs: 5
30-day runs: 8
Model's Last Updated: July 04 2023
image-classification

Introduction of convnext_manuscript_iiif

Model Details of convnext_manuscript_iiif

convnext_manuscript_iiif

This model is a fine-tuned version of facebook/convnext-base-224-22k on the davanstrien/iiif_manuscripts_label_ge_50 dataset. It achieves the following results on the evaluation set:

  • Loss: 5.5856
  • F1: 0.0037
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: 64
  • eval_batch_size: 64
  • seed: 1337
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 30.0
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss F1
6.5753 1.0 2038 6.4121 0.0016
5.9865 2.0 4076 5.9466 0.0021
5.6521 3.0 6114 5.7645 0.0029
5.3123 4.0 8152 5.6890 0.0033
5.0337 5.0 10190 5.6692 0.0034
4.743 6.0 12228 5.5856 0.0037
4.4387 7.0 14266 5.5969 0.0042
4.1422 8.0 16304 5.6711 0.0043
3.8372 9.0 18342 5.6761 0.0044
3.5244 10.0 20380 5.8469 0.0042
3.2321 11.0 22418 5.8774 0.0045
2.9004 12.0 24456 6.1186 0.0047
2.5937 13.0 26494 6.2398 0.0046
2.2983 14.0 28532 6.3732 0.0049
2.0611 15.0 30570 6.5024 0.0045
1.8153 16.0 32608 6.6585 0.0047
1.6075 17.0 34646 6.8333 0.0043
1.4342 18.0 36684 6.9529 0.0044
1.2614 19.0 38722 7.1129 0.0046
1.1463 20.0 40760 7.1977 0.0039
1.0387 21.0 42798 7.2700 0.0044
0.9635 22.0 44836 7.3375 0.0040
0.8872 23.0 46874 7.4003 0.0039
0.8156 24.0 48912 7.4884 0.0039
0.7544 25.0 50950 7.4764 0.0039
0.6893 26.0 52988 7.5153 0.0042
0.6767 27.0 55026 7.5427 0.0043
0.6098 28.0 57064 7.5547 0.0042
0.5871 29.0 59102 7.5533 0.0041
0.5696 30.0 61140 7.5595 0.0041
Framework versions
  • Transformers 4.18.0.dev0
  • Pytorch 1.10.2+cu102
  • Datasets 1.18.3
  • Tokenizers 0.11.6

Runs of davanstrien convnext_manuscript_iiif on huggingface.co

17
Total runs
0
24-hour runs
2
3-day runs
5
7-day runs
8
30-day runs

More Information About convnext_manuscript_iiif huggingface.co Model

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convnext_manuscript_iiif huggingface.co

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

convnext_manuscript_iiif huggingface.co Url

https://huggingface.co/davanstrien/convnext_manuscript_iiif

davanstrien convnext_manuscript_iiif online free

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

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https://huggingface.co/davanstrien/convnext_manuscript_iiif

convnext_manuscript_iiif install

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

convnext_manuscript_iiif install url in huggingface.co:

https://huggingface.co/davanstrien/convnext_manuscript_iiif

Url of convnext_manuscript_iiif

convnext_manuscript_iiif huggingface.co Url

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davanstrien
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