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summarization-unipelt-2

apwic / summarization-unipelt-2

Run on huggingface.co
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Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: 2024年7月7日

Introduction of summarization-unipelt-2

Model Details of summarization-unipelt-2

summarization-unipelt-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: 0.6790
  • Rouge1: 0.3961
  • Rouge2: 0.0
  • Rougel: 0.3992
  • Rougelsum: 0.3996
  • Gen Len: 1.0
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
2.436 1.0 894 1.2680 0.0305 0.0 0.0305 0.0305 1.0
1.5097 2.0 1788 0.9426 0.0223 0.0 0.0223 0.0223 1.0
1.2078 3.0 2682 0.7915 0.1643 0.0 0.1641 0.1639 1.0
1.0371 4.0 3576 0.7170 0.2501 0.0 0.2524 0.2507 1.0
0.9294 5.0 4470 0.6790 0.304 0.0 0.3076 0.3081 1.0
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of apwic summarization-unipelt-2 on huggingface.co

0
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24-hour runs
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3-day runs
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7-day runs
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More Information About summarization-unipelt-2 huggingface.co Model

More summarization-unipelt-2 license Visit here:

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

summarization-unipelt-2 huggingface.co

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

summarization-unipelt-2 huggingface.co Url

https://huggingface.co/apwic/summarization-unipelt-2

apwic summarization-unipelt-2 online free

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

apwic summarization-unipelt-2 online free url in huggingface.co:

https://huggingface.co/apwic/summarization-unipelt-2

summarization-unipelt-2 install

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

summarization-unipelt-2 install url in huggingface.co:

https://huggingface.co/apwic/summarization-unipelt-2

Url of summarization-unipelt-2

summarization-unipelt-2 huggingface.co Url

Provider of summarization-unipelt-2 huggingface.co

apwic
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