philschmid / layoutlm-funsd-tf

huggingface.co
Total runs: 19
24-hour runs: 0
7-day runs: 5
30-day runs: 13
Model's Last Updated: October 10 2022
token-classification

Introduction of layoutlm-funsd-tf

Model Details of layoutlm-funsd-tf

layoutlm-funsd-tf

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

  • Train Loss: 0.2280
  • Validation Loss: 0.6532
  • Train Overall Precision: 0.7218
  • Train Overall Recall: 0.7878
  • Train Overall F1: 0.7534
  • Train Overall Accuracy: 0.8144
  • Epoch: 7
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:

  • optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 3e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
  • training_precision: mixed_float16
Training results
Train Loss Validation Loss Train Overall Precision Train Overall Recall Train Overall F1 Train Overall Accuracy Epoch
1.6940 1.4151 0.2686 0.2785 0.2735 0.5128 0
1.1731 0.8665 0.5771 0.6101 0.5932 0.7267 1
0.7612 0.6849 0.6362 0.7336 0.6814 0.7784 2
0.5630 0.6265 0.6748 0.7592 0.7145 0.8017 3
0.4441 0.6256 0.6935 0.7767 0.7328 0.8036 4
0.3641 0.6402 0.7115 0.7772 0.7429 0.7940 5
0.2781 0.6248 0.7176 0.7868 0.7506 0.8141 6
0.2280 0.6532 0.7218 0.7878 0.7534 0.8144 7
Framework versions
  • Transformers 4.22.2
  • TensorFlow 2.10.0
  • Datasets 2.5.2
  • Tokenizers 0.12.1

Runs of philschmid layoutlm-funsd-tf on huggingface.co

19
Total runs
0
24-hour runs
0
3-day runs
5
7-day runs
13
30-day runs

More Information About layoutlm-funsd-tf huggingface.co Model

layoutlm-funsd-tf huggingface.co

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

layoutlm-funsd-tf huggingface.co Url

https://huggingface.co/philschmid/layoutlm-funsd-tf

philschmid layoutlm-funsd-tf online free

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

philschmid layoutlm-funsd-tf online free url in huggingface.co:

https://huggingface.co/philschmid/layoutlm-funsd-tf

layoutlm-funsd-tf install

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

layoutlm-funsd-tf install url in huggingface.co:

https://huggingface.co/philschmid/layoutlm-funsd-tf

Url of layoutlm-funsd-tf

layoutlm-funsd-tf huggingface.co Url

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