apwic / indosum-base-1

huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: 0
30-day runs: -2
Model's Last Updated: July 20 2024

Introduction of indosum-base-1

Model Details of indosum-base-1

indosum-base-1

This model is a fine-tuned version of LazarusNLP/IndoNanoT5-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7478
  • Rouge1: 72.3325
  • Rouge2: 65.1065
  • Rougel: 69.2256
  • Rougelsum: 71.5325
  • Gen Len: 99.4045
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: 0.001
  • train_batch_size: 16
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5.0
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
1.1904 1.0 892 0.8053 65.8257 57.6167 62.6222 65.0027 95.8598
0.6851 2.0 1784 0.6779 67.8889 60.0878 64.5868 66.9914 96.2911
0.4856 3.0 2676 0.6460 70.9241 63.6363 67.8555 70.153 96.9212
0.3358 4.0 3568 0.6565 69.9002 62.4 66.5928 69.0347 101.8745
0.1973 5.0 4460 0.7478 72.0587 64.7973 68.9279 71.3028 99.3765
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of apwic indosum-base-1 on huggingface.co

5
Total runs
0
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3-day runs
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More Information About indosum-base-1 huggingface.co Model

More indosum-base-1 license Visit here:

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

indosum-base-1 huggingface.co

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

indosum-base-1 huggingface.co Url

https://huggingface.co/apwic/indosum-base-1

apwic indosum-base-1 online free

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

apwic indosum-base-1 online free url in huggingface.co:

https://huggingface.co/apwic/indosum-base-1

indosum-base-1 install

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

indosum-base-1 install url in huggingface.co:

https://huggingface.co/apwic/indosum-base-1

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