baek26 / wiki_asp-event_1123_bart-base

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Total runs: 12
24-hour runs: 0
7-day runs: 4
30-day runs: 7
Model's Last Updated: March 25 2024
text-generation

Introduction of wiki_asp-event_1123_bart-base

Model Details of wiki_asp-event_1123_bart-base

wiki_asp-event_1123_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: 2.9871
  • Rouge1: 0.1056
  • Rouge2: 0.0337
  • Rougel: 0.087
  • Rougelsum: 0.0872
  • Gen Len: 16.798
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
No log 4.94 500 3.0678 0.1015 0.0303 0.0832 0.0835 16.5031
No log 9.88 1000 2.9871 0.1056 0.0337 0.087 0.0872 16.798
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.0.0+cu117
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of baek26 wiki_asp-event_1123_bart-base on huggingface.co

12
Total runs
0
24-hour runs
2
3-day runs
4
7-day runs
7
30-day runs

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wiki_asp-event_1123_bart-base install

wiki_asp-event_1123_bart-base is an open source model from GitHub that offers a free installation service, and any user can find wiki_asp-event_1123_bart-base on GitHub to install. At the same time, huggingface.co provides the effect of wiki_asp-event_1123_bart-base install, users can directly use wiki_asp-event_1123_bart-base installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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