apwic / indosum-base-2

huggingface.co
Total runs: 4
24-hour runs: -1
7-day runs: -3
30-day runs: -1
Model's Last Updated: July 20 2024

Introduction of indosum-base-2

Model Details of indosum-base-2

indosum-base-2

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: 0.6175
  • Rouge1: 72.8333
  • Rouge2: 66.3463
  • Rougel: 70.0278
  • Rougelsum: 72.0501
  • Gen Len: 97.6051
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
1.2107 1.0 894 0.7716 66.2818 58.8499 63.3826 65.4963 106.3440
0.6904 2.0 1788 0.6373 72.0398 65.3647 69.1761 71.211 100.4793
0.4894 3.0 2682 0.6036 71.7057 65.1188 68.8683 70.8645 98.3481
0.3369 4.0 3576 0.6175 72.2133 65.6425 69.3517 71.4102 97.7162
0.1982 5.0 4470 0.7000 72.1304 65.3551 69.0923 71.291 98.3614
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of apwic indosum-base-2 on huggingface.co

4
Total runs
-1
24-hour runs
-1
3-day runs
-3
7-day runs
-1
30-day runs

More Information About indosum-base-2 huggingface.co Model

More indosum-base-2 license Visit here:

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

indosum-base-2 huggingface.co

indosum-base-2 huggingface.co is an AI model on huggingface.co that provides indosum-base-2's model effect (), which can be used instantly with this apwic indosum-base-2 model. huggingface.co supports a free trial of the indosum-base-2 model, and also provides paid use of the indosum-base-2. Support call indosum-base-2 model through api, including Node.js, Python, http.

indosum-base-2 huggingface.co Url

https://huggingface.co/apwic/indosum-base-2

apwic indosum-base-2 online free

indosum-base-2 huggingface.co is an online trial and call api platform, which integrates indosum-base-2's modeling effects, including api services, and provides a free online trial of indosum-base-2, you can try indosum-base-2 online for free by clicking the link below.

apwic indosum-base-2 online free url in huggingface.co:

https://huggingface.co/apwic/indosum-base-2

indosum-base-2 install

indosum-base-2 is an open source model from GitHub that offers a free installation service, and any user can find indosum-base-2 on GitHub to install. At the same time, huggingface.co provides the effect of indosum-base-2 install, users can directly use indosum-base-2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

indosum-base-2 install url in huggingface.co:

https://huggingface.co/apwic/indosum-base-2

Url of indosum-base-2

indosum-base-2 huggingface.co Url

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