apwic / indosum-base-0

huggingface.co
Total runs: 9
24-hour runs: -1
7-day runs: -1
30-day runs: 5
Model's Last Updated: July 20 2024

Introduction of indosum-base-0

Model Details of indosum-base-0

indosum-base-0

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: 0.7170
  • Rouge1: 72.8591
  • Rouge2: 65.7981
  • Rougel: 69.8759
  • Rougelsum: 72.0557
  • Gen Len: 99.276
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
1.2132 1.0 892 0.7742 67.4414 59.7409 64.517 66.4918 94.092
0.686 2.0 1784 0.6673 70.2138 62.8202 67.1553 69.3063 100.2933
0.491 3.0 2676 0.6274 71.2142 63.9943 68.2722 70.2971 100.944
0.343 4.0 3568 0.6469 71.7114 64.489 68.7214 70.7949 98.8227
0.2059 5.0 4460 0.7170 72.5364 65.2519 69.5637 71.6884 98.9053
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of apwic indosum-base-0 on huggingface.co

9
Total runs
-1
24-hour runs
-1
3-day runs
-1
7-day runs
5
30-day runs

More Information About indosum-base-0 huggingface.co Model

More indosum-base-0 license Visit here:

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

indosum-base-0 huggingface.co

indosum-base-0 huggingface.co is an AI model on huggingface.co that provides indosum-base-0's model effect (), which can be used instantly with this apwic indosum-base-0 model. huggingface.co supports a free trial of the indosum-base-0 model, and also provides paid use of the indosum-base-0. Support call indosum-base-0 model through api, including Node.js, Python, http.

indosum-base-0 huggingface.co Url

https://huggingface.co/apwic/indosum-base-0

apwic indosum-base-0 online free

indosum-base-0 huggingface.co is an online trial and call api platform, which integrates indosum-base-0's modeling effects, including api services, and provides a free online trial of indosum-base-0, you can try indosum-base-0 online for free by clicking the link below.

apwic indosum-base-0 online free url in huggingface.co:

https://huggingface.co/apwic/indosum-base-0

indosum-base-0 install

indosum-base-0 is an open source model from GitHub that offers a free installation service, and any user can find indosum-base-0 on GitHub to install. At the same time, huggingface.co provides the effect of indosum-base-0 install, users can directly use indosum-base-0 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

indosum-base-0 install url in huggingface.co:

https://huggingface.co/apwic/indosum-base-0

Url of indosum-base-0

indosum-base-0 huggingface.co Url

Provider of indosum-base-0 huggingface.co

apwic
ORGANIZATIONS

Other API from apwic

huggingface.co

Total runs: 19
Run Growth: 10
Growth Rate: 52.63%
Updated:June 04 2024
huggingface.co

Total runs: 14
Run Growth: 4
Growth Rate: 28.57%
Updated:May 24 2024
huggingface.co

Total runs: 13
Run Growth: 7
Growth Rate: 53.85%
Updated:May 25 2024
huggingface.co

Total runs: 12
Run Growth: 7
Growth Rate: 58.33%
Updated:June 04 2024
huggingface.co

Total runs: 12
Run Growth: 8
Growth Rate: 66.67%
Updated:June 04 2024
huggingface.co

Total runs: 11
Run Growth: 7
Growth Rate: 63.64%
Updated:June 04 2024
huggingface.co

Total runs: 10
Run Growth: 5
Growth Rate: 50.00%
Updated:June 04 2024
huggingface.co

Total runs: 9
Run Growth: 5
Growth Rate: 55.56%
Updated:June 04 2024
huggingface.co

Total runs: 9
Run Growth: 1
Growth Rate: 11.11%
Updated:June 04 2024
huggingface.co

Total runs: 9
Run Growth: 5
Growth Rate: 55.56%
Updated:June 04 2024
huggingface.co

Total runs: 9
Run Growth: 2
Growth Rate: 22.22%
Updated:June 04 2024
huggingface.co

Total runs: 9
Run Growth: 3
Growth Rate: 33.33%
Updated:June 04 2024