baek26 / bart-billsum

huggingface.co
Total runs: 8
24-hour runs: -2
7-day runs: 0
30-day runs: 3
Model's Last Updated: April 16 2024
text-generation

Introduction of bart-billsum

Model Details of bart-billsum

billsum_7999_bart-base

This model is a fine-tuned version of facebook/bart-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 2.4857
  • Rouge1: 0.1511
  • Rouge2: 0.0596
  • Rougel: 0.1229
  • Rougelsum: 0.1301
  • Gen Len: 20.0
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: 5e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • gradient_accumulation_steps: 16
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
1.6272 1.69 500 2.4571 0.1622 0.071 0.1353 0.1414 20.0
1.3504 3.38 1000 2.4533 0.1562 0.0637 0.1272 0.1345 20.0
1.251 5.07 1500 2.4592 0.1489 0.0586 0.1215 0.1287 20.0
1.2374 6.75 2000 2.4967 0.1487 0.0588 0.1219 0.1286 20.0
1.15 8.44 2500 2.4857 0.1511 0.0596 0.1229 0.1301 20.0
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.0.0+cu117
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of baek26 bart-billsum on huggingface.co

8
Total runs
-2
24-hour runs
0
3-day runs
0
7-day runs
3
30-day runs

More Information About bart-billsum huggingface.co Model

More bart-billsum license Visit here:

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

bart-billsum huggingface.co

bart-billsum huggingface.co is an AI model on huggingface.co that provides bart-billsum's model effect (), which can be used instantly with this baek26 bart-billsum model. huggingface.co supports a free trial of the bart-billsum model, and also provides paid use of the bart-billsum. Support call bart-billsum model through api, including Node.js, Python, http.

bart-billsum huggingface.co Url

https://huggingface.co/baek26/bart-billsum

baek26 bart-billsum online free

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

baek26 bart-billsum online free url in huggingface.co:

https://huggingface.co/baek26/bart-billsum

bart-billsum install

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

bart-billsum install url in huggingface.co:

https://huggingface.co/baek26/bart-billsum

Url of bart-billsum

bart-billsum huggingface.co Url

Provider of bart-billsum huggingface.co

baek26
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