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fine_tuned_bart-large-cnn_multi_news-alpha
waiman721/fine_tuned_bart-large-cnn_multi_news-alpha
fine_tuned_bart-large-cnn_multi_news-alpha is a machine learning model from waiman721. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Apr 4, 2024
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At a glance
- License
- mit
- Access
- Public
- Created
- Apr 4, 2024
- Updated
- Apr 4, 2024
- SHA
- d3af2422
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
results
This model is a fine-tuned version of facebook/bart-large-cnn on an multi_news dataset. It achieves the following results on the evaluation set:
- Loss: 3.7473
- Rouge1: 34.3769
- Rouge2: 10.9517
- Rougel: 21.1191
- Rougelsum: 27.8459
- Gen Len: 80.835
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
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 2
- label_smoothing_factor: 0.1
Training results
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- License
- mit
- Created
- Apr 4, 2024
- Updated
- Apr 4, 2024