Mozilla / docornot

huggingface.co
Total runs: 19
24-hour runs: 1
7-day runs: 3
30-day runs: 17
Model's Last Updated: May 05 2024
image-classification

Introduction of docornot

Model Details of docornot

This model is a fine-tuned version of facebook/deit-tiny-distilled-patch16-224 on the docornot dataset.

It achieves the following results on the evaluation set:

  • Loss: 0.0000
  • Accuracy: 1.0

CO2 emissions

This model was trained on an M1 and took 0.322 g of CO2 (measured with CodeCarbon )

Model description

This model is distilled Vision Transformer (ViT) model. Images are presented to the model as a sequence of fixed-size patches (resolution 16x16), which are linearly embedded.

Intended uses & limitations

You can use this model to detect if an image is a picture or a document.

Training procedure

Source code used to generate this model : https://github.com/mozilla/docornot

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.0 1.0 1600 0.0000 1.0
Framework versions
  • Transformers 4.39.2
  • Pytorch 2.2.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of Mozilla docornot on huggingface.co

19
Total runs
1
24-hour runs
1
3-day runs
3
7-day runs
17
30-day runs

More Information About docornot huggingface.co Model

More docornot license Visit here:

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

docornot huggingface.co

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

Mozilla docornot online free

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

Mozilla docornot online free url in huggingface.co:

https://huggingface.co/Mozilla/docornot

docornot install

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

docornot install url in huggingface.co:

https://huggingface.co/Mozilla/docornot

Url of docornot

docornot huggingface.co Url

Provider of docornot huggingface.co

Mozilla
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