gagan3012 / TrOCR-Ar-Small

huggingface.co
Total runs: 26
24-hour runs: 0
7-day runs: -3
30-day runs: -37
Model's Last Updated: Mars 22 2022
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Introduction of TrOCR-Ar-Small

Model Details of TrOCR-Ar-Small

TrOCR-Ar-Small

This model is a fine-tuned version of microsoft/trocr-small-stage1 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 2.2771
  • Cer: 0.8211
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: 5e-05
  • train_batch_size: 1
  • eval_batch_size: 1
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Cer
3.6363 0.14 1000 2.7594 0.9370
2.7508 0.29 2000 2.6589 0.8901
2.6519 0.43 3000 2.6059 0.8647
2.5936 0.57 4000 2.5360 0.7941
2.5069 0.72 5000 2.4701 0.8262
2.4606 0.86 6000 2.4427 0.7552
2.4046 1.0 7000 2.4262 0.7822
2.3628 1.15 8000 2.3880 0.8186
2.3458 1.29 9000 2.3589 0.8262
2.3062 1.43 10000 2.3704 0.8693
2.2884 1.58 11000 2.3065 0.8034
2.263 1.72 12000 2.3413 0.8545
2.2473 1.86 13000 2.3314 0.7996
2.2318 2.01 14000 2.3034 0.8254
2.2004 2.15 15000 2.3068 0.8461
2.1774 2.29 16000 2.2799 0.8207
2.1684 2.44 17000 2.2746 0.8249
2.1637 2.58 18000 2.2540 0.7797
2.1418 2.72 19000 2.2595 0.7937
2.1309 2.87 20000 2.2771 0.8211
Framework versions
  • Transformers 4.17.0
  • Pytorch 1.10.0+cu111
  • Datasets 2.0.0
  • Tokenizers 0.11.6

Runs of gagan3012 TrOCR-Ar-Small on huggingface.co

26
Total runs
0
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3-day runs
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7-day runs
-37
30-day runs

More Information About TrOCR-Ar-Small huggingface.co Model

TrOCR-Ar-Small huggingface.co

TrOCR-Ar-Small huggingface.co is an AI model on huggingface.co that provides TrOCR-Ar-Small's model effect (), which can be used instantly with this gagan3012 TrOCR-Ar-Small model. huggingface.co supports a free trial of the TrOCR-Ar-Small model, and also provides paid use of the TrOCR-Ar-Small. Support call TrOCR-Ar-Small model through api, including Node.js, Python, http.

TrOCR-Ar-Small huggingface.co Url

https://huggingface.co/gagan3012/TrOCR-Ar-Small

gagan3012 TrOCR-Ar-Small online free

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

gagan3012 TrOCR-Ar-Small online free url in huggingface.co:

https://huggingface.co/gagan3012/TrOCR-Ar-Small

TrOCR-Ar-Small install

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

TrOCR-Ar-Small install url in huggingface.co:

https://huggingface.co/gagan3012/TrOCR-Ar-Small

Url of TrOCR-Ar-Small

TrOCR-Ar-Small huggingface.co Url

Provider of TrOCR-Ar-Small huggingface.co

gagan3012
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