Hemg / govreport-summarization

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: 0
30-day runs: -2
Model's Last Updated: May 19 2024
text-generation

Introduction of govreport-summarization

Model Details of govreport-summarization

govreport-summarization

This model is a fine-tuned version of t5-small on the govreport-summarization dataset. It achieves the following results on the evaluation set:

  • Loss: 2.2117
  • Rouge1: 0.1673
  • Rouge2: 0.0792
  • Rougel: 0.1398
  • Rougelsum: 0.1398
  • Gen Len: 19.0
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: 0.0005
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
2.6565 1.0 850 2.3189 0.164 0.0744 0.1364 0.1365 19.0
2.3913 2.0 1700 2.2522 0.1656 0.0766 0.1379 0.138 19.0
2.2813 3.0 2550 2.2187 0.1669 0.0779 0.1393 0.1394 19.0
2.2273 4.0 3400 2.2117 0.1673 0.0792 0.1398 0.1398 19.0
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of Hemg govreport-summarization on huggingface.co

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

More Information About govreport-summarization huggingface.co Model

More govreport-summarization license Visit here:

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

govreport-summarization huggingface.co

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

govreport-summarization huggingface.co Url

https://huggingface.co/Hemg/govreport-summarization

Hemg govreport-summarization online free

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

Hemg govreport-summarization online free url in huggingface.co:

https://huggingface.co/Hemg/govreport-summarization

govreport-summarization install

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

govreport-summarization install url in huggingface.co:

https://huggingface.co/Hemg/govreport-summarization

Url of govreport-summarization

govreport-summarization huggingface.co Url

Provider of govreport-summarization huggingface.co

Hemg
ORGANIZATIONS

Other API from Hemg

huggingface.co

Total runs: 97
Run Growth: 10
Growth Rate: 10.20%
Updated:August 21 2024
huggingface.co

Total runs: 76
Run Growth: 10
Growth Rate: 13.16%
Updated:August 20 2024
huggingface.co

Total runs: 30
Run Growth: -8
Growth Rate: -22.86%
Updated:March 28 2024
huggingface.co

Total runs: 29
Run Growth: 13
Growth Rate: 56.52%
Updated:January 03 2025
huggingface.co

Total runs: 23
Run Growth: 11
Growth Rate: 47.83%
Updated:June 19 2024
huggingface.co

Total runs: 19
Run Growth: 13
Growth Rate: 68.42%
Updated:February 20 2025
huggingface.co

Total runs: 17
Run Growth: -5
Growth Rate: -29.41%
Updated:April 30 2024
huggingface.co

Total runs: 17
Run Growth: 8
Growth Rate: 47.06%
Updated:June 09 2024
huggingface.co

Total runs: 13
Run Growth: 7
Growth Rate: 53.85%
Updated:May 19 2024
huggingface.co

Total runs: 12
Run Growth: 7
Growth Rate: 58.33%
Updated:March 20 2024
huggingface.co

Total runs: 10
Run Growth: -22
Growth Rate: -220.00%
Updated:August 20 2024
huggingface.co

Total runs: 9
Run Growth: 1
Growth Rate: 11.11%
Updated:February 24 2025
huggingface.co

Total runs: 8
Run Growth: 0
Growth Rate: 0.00%
Updated:March 01 2024
huggingface.co

Total runs: 7
Run Growth: 3
Growth Rate: 42.86%
Updated:January 12 2024
huggingface.co

Total runs: 7
Run Growth: 1
Growth Rate: 14.29%
Updated:January 11 2024
huggingface.co

Total runs: 6
Run Growth: 2
Growth Rate: 33.33%
Updated:March 06 2024
huggingface.co

Total runs: 6
Run Growth: -2
Growth Rate: -33.33%
Updated:April 17 2024
huggingface.co

Total runs: 5
Run Growth: 0
Growth Rate: 0.00%
Updated:January 04 2024
huggingface.co

Total runs: 5
Run Growth: 0
Growth Rate: 0.00%
Updated:April 17 2024