baek26 / bart-all

huggingface.co
Total runs: 5
24-hour runs: -2
7-day runs: -3
30-day runs: -2
Model's Last Updated: April 22 2024
text-generation

Introduction of bart-all

Model Details of bart-all

all_6417_bart-base

This model is a fine-tuned version of facebook/bart-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.0206
  • Rouge1: 0.2426
  • Rouge2: 0.1209
  • Rougel: 0.2027
  • Rougelsum: 0.2266
  • Gen Len: 19.9945
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: 32
  • eval_batch_size: 20
  • seed: 42
  • gradient_accumulation_steps: 16
  • total_train_batch_size: 512
  • 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
2.7151 0.8 500 1.1257 0.2361 0.1122 0.1957 0.2196 19.9978
1.0837 1.61 1000 1.0810 0.2401 0.1176 0.1998 0.2237 19.9953
1.0348 2.41 1500 1.0651 0.2401 0.1179 0.2 0.2239 19.9957
1.0059 3.21 2000 1.0522 0.2403 0.1183 0.2002 0.2242 19.996
0.9855 4.02 2500 1.0439 0.2416 0.1198 0.2015 0.2257 19.9948
0.9642 4.82 3000 1.0361 0.2421 0.1201 0.202 0.2263 19.9936
0.9519 5.63 3500 1.0329 0.2415 0.12 0.2017 0.2259 19.9948
0.9389 6.43 4000 1.0278 0.2424 0.1204 0.2023 0.2265 19.9942
0.9302 7.23 4500 1.0273 0.2422 0.1204 0.2022 0.2264 19.9943
0.9225 8.04 5000 1.0219 0.2421 0.1209 0.2023 0.2263 19.9946
0.9152 8.84 5500 1.0219 0.2429 0.1209 0.2028 0.227 19.9948
0.911 9.64 6000 1.0206 0.2426 0.1209 0.2027 0.2266 19.9945
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.0.0+cu117
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of baek26 bart-all on huggingface.co

5
Total runs
-2
24-hour runs
-2
3-day runs
-3
7-day runs
-2
30-day runs

More Information About bart-all huggingface.co Model

More bart-all license Visit here:

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

bart-all huggingface.co

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

bart-all huggingface.co Url

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

baek26 bart-all online free

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

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

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

bart-all install

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

bart-all install url in huggingface.co:

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

Url of bart-all

bart-all huggingface.co Url

Provider of bart-all huggingface.co

baek26
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