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lens-1

tonyassi / lens-1

Run on huggingface.co
huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: 7
Model's Last Updated: November 08 2023
image-classification

Introduction of lens-1

Model Details of lens-1

lens-1

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1819
  • Accuracy: 0.57
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: 1e-06
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 20
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.5087 1.0 200 1.1273 0.545
0.5636 2.0 400 1.1752 0.545
0.5356 3.0 600 1.2058 0.52
0.6525 4.0 800 1.0978 0.545
0.4262 5.0 1000 1.1396 0.55
0.5066 6.0 1200 1.1730 0.53
0.3765 7.0 1400 1.1041 0.585
0.3869 8.0 1600 1.2183 0.525
0.4331 9.0 1800 1.1815 0.535
0.4646 10.0 2000 1.1397 0.57
0.6802 11.0 2200 1.1624 0.525
0.679 12.0 2400 1.1541 0.52
0.6286 13.0 2600 1.1933 0.52
0.663 14.0 2800 1.2535 0.5
0.4078 15.0 3000 1.2326 0.495
0.6179 16.0 3200 1.1901 0.52
0.4192 17.0 3400 1.2329 0.525
0.3685 18.0 3600 1.2212 0.505
0.4928 19.0 3800 1.1887 0.555
0.5752 20.0 4000 1.1819 0.57
Framework versions
  • Transformers 4.35.0
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.6
  • Tokenizers 0.14.1

Runs of tonyassi lens-1 on huggingface.co

8
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
7
30-day runs

More Information About lens-1 huggingface.co Model

More lens-1 license Visit here:

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

lens-1 huggingface.co

lens-1 huggingface.co is an AI model on huggingface.co that provides lens-1's model effect (), which can be used instantly with this tonyassi lens-1 model. huggingface.co supports a free trial of the lens-1 model, and also provides paid use of the lens-1. Support call lens-1 model through api, including Node.js, Python, http.

lens-1 huggingface.co Url

https://huggingface.co/tonyassi/lens-1

tonyassi lens-1 online free

lens-1 huggingface.co is an online trial and call api platform, which integrates lens-1's modeling effects, including api services, and provides a free online trial of lens-1, you can try lens-1 online for free by clicking the link below.

tonyassi lens-1 online free url in huggingface.co:

https://huggingface.co/tonyassi/lens-1

lens-1 install

lens-1 is an open source model from GitHub that offers a free installation service, and any user can find lens-1 on GitHub to install. At the same time, huggingface.co provides the effect of lens-1 install, users can directly use lens-1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

lens-1 install url in huggingface.co:

https://huggingface.co/tonyassi/lens-1

Url of lens-1

Provider of lens-1 huggingface.co

tonyassi
ORGANIZATIONS
huggingface.co

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