apwic / indosum-base-4

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: -2
30-day runs: 0
Model's Last Updated: July 20 2024

Introduction of indosum-base-4

Model Details of indosum-base-4

indosum-base-4

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: 0.6288
  • Rouge1: 72.0825
  • Rouge2: 64.9891
  • Rougel: 69.2273
  • Rougelsum: 71.1983
  • Gen Len: 98.2637
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
1.1965 1.0 892 0.7377 66.7755 58.7089 63.5735 65.9275 101.1593
0.691 2.0 1784 0.6472 70.9085 63.6467 67.9945 70.0311 100.5703
0.4907 3.0 2676 0.6098 70.4573 63.2612 67.6711 69.6221 96.9545
0.3404 4.0 3568 0.6288 71.5505 64.3094 68.674 70.6452 97.5743
0.2018 5.0 4460 0.6917 70.7161 63.2661 67.7431 69.8153 98.4471
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of apwic indosum-base-4 on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
-2
7-day runs
0
30-day runs

More Information About indosum-base-4 huggingface.co Model

More indosum-base-4 license Visit here:

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

indosum-base-4 huggingface.co

indosum-base-4 huggingface.co is an AI model on huggingface.co that provides indosum-base-4's model effect (), which can be used instantly with this apwic indosum-base-4 model. huggingface.co supports a free trial of the indosum-base-4 model, and also provides paid use of the indosum-base-4. Support call indosum-base-4 model through api, including Node.js, Python, http.

indosum-base-4 huggingface.co Url

https://huggingface.co/apwic/indosum-base-4

apwic indosum-base-4 online free

indosum-base-4 huggingface.co is an online trial and call api platform, which integrates indosum-base-4's modeling effects, including api services, and provides a free online trial of indosum-base-4, you can try indosum-base-4 online for free by clicking the link below.

apwic indosum-base-4 online free url in huggingface.co:

https://huggingface.co/apwic/indosum-base-4

indosum-base-4 install

indosum-base-4 is an open source model from GitHub that offers a free installation service, and any user can find indosum-base-4 on GitHub to install. At the same time, huggingface.co provides the effect of indosum-base-4 install, users can directly use indosum-base-4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

indosum-base-4 install url in huggingface.co:

https://huggingface.co/apwic/indosum-base-4

Url of indosum-base-4

indosum-base-4 huggingface.co Url

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