apwic / liputan6-base

huggingface.co
Total runs: 9
24-hour runs: 2
7-day runs: 3
30-day runs: 3
Model's Last Updated: July 23 2024

Introduction of liputan6-base

Model Details of liputan6-base

liputan6-base

This model is a fine-tuned version of LazarusNLP/IndoNanoT5-base on the id_liputan6 canonical dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5539
  • Rouge1: 40.3998
  • Rouge2: 30.0512
  • Rougel: 37.1464
  • Rougelsum: 39.0852
  • Gen Len: 56.486
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
1.6488 1.0 63 0.7318 34.224 24.5266 31.0318 32.8875 65.191
0.6983 2.0 126 0.6433 37.3155 27.3019 33.9529 36.1013 65.46
0.4226 3.0 189 0.5831 36.9679 26.3535 33.5956 35.7604 59.969
0.242 4.0 252 0.5539 39.0802 28.4622 35.8085 37.8181 55.301
0.1248 5.0 315 0.5170 38.108 27.5573 34.7198 36.6919 56.589
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of apwic liputan6-base on huggingface.co

9
Total runs
2
24-hour runs
3
3-day runs
3
7-day runs
3
30-day runs

More Information About liputan6-base huggingface.co Model

More liputan6-base license Visit here:

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

liputan6-base huggingface.co

liputan6-base huggingface.co is an AI model on huggingface.co that provides liputan6-base's model effect (), which can be used instantly with this apwic liputan6-base model. huggingface.co supports a free trial of the liputan6-base model, and also provides paid use of the liputan6-base. Support call liputan6-base model through api, including Node.js, Python, http.

liputan6-base huggingface.co Url

https://huggingface.co/apwic/liputan6-base

apwic liputan6-base online free

liputan6-base huggingface.co is an online trial and call api platform, which integrates liputan6-base's modeling effects, including api services, and provides a free online trial of liputan6-base, you can try liputan6-base online for free by clicking the link below.

apwic liputan6-base online free url in huggingface.co:

https://huggingface.co/apwic/liputan6-base

liputan6-base install

liputan6-base is an open source model from GitHub that offers a free installation service, and any user can find liputan6-base on GitHub to install. At the same time, huggingface.co provides the effect of liputan6-base install, users can directly use liputan6-base installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

liputan6-base install url in huggingface.co:

https://huggingface.co/apwic/liputan6-base

Url of liputan6-base

liputan6-base huggingface.co Url

Provider of liputan6-base huggingface.co

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