baek26 / bart-dialogsum

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

Introduction of bart-dialogsum

Model Details of bart-dialogsum

dialogsum_6593_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: 0.3997
  • Rouge1: 0.4226
  • Rouge2: 0.2139
  • Rougel: 0.3698
  • Rougelsum: 0.37
  • Gen Len: 19.86
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
0.3756 2.57 500 0.4106 0.4083 0.19 0.3536 0.3534 19.944
0.2843 5.14 1000 0.4048 0.422 0.2134 0.3678 0.3681 19.848
0.2561 7.7 1500 0.3997 0.4226 0.2139 0.3698 0.37 19.86
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.0.0+cu117
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of baek26 bart-dialogsum on huggingface.co

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

More Information About bart-dialogsum huggingface.co Model

More bart-dialogsum license Visit here:

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

bart-dialogsum huggingface.co

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

bart-dialogsum huggingface.co Url

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

baek26 bart-dialogsum online free

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

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

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

bart-dialogsum install

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

bart-dialogsum install url in huggingface.co:

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

Url of bart-dialogsum

bart-dialogsum huggingface.co Url

Provider of bart-dialogsum huggingface.co

baek26
ORGANIZATIONS

Other API from baek26

huggingface.co

Total runs: 4
Run Growth: 4
Growth Rate: 100.00%
Updated:March 20 2024
huggingface.co

Total runs: 4
Run Growth: 4
Growth Rate: 100.00%
Updated:April 22 2024
huggingface.co

Total runs: 3
Run Growth: 3
Growth Rate: 100.00%
Updated:April 16 2024
huggingface.co

Total runs: 3
Run Growth: 3
Growth Rate: 100.00%
Updated:April 22 2024