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bart-large-cnn-100-MDS-own
cammy/bart-large-cnn-100-MDS-own
bart-large-cnn-100-MDS-own is a machine learning model from cammy. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- bart
- Access
- Public
- Created
- Mar 18, 2022
- Updated
- Mar 18, 2022
- SHA
- cb89877b
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. -->
bart-large-cnn-100-MDS-own
This model is a fine-tuned version of facebook/bart-large-cnn on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.5357
- Rouge1: 22.4039
- Rouge2: 4.681
- Rougel: 13.1526
- Rougelsum: 15.7986
- Gen Len: 70.3
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: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 25 | 3.3375 | 25.7428 | 6.754 | 16.4131 | 19.6269 | 81.9 |
| No log | 2.0 | 50 | 3.5357 | 22.4039 | 4.681 | 13.1526 | 15.7986 | 70.3 |
Framework versions
- Transformers 4.16.2
- Pytorch 1.10.2
- Datasets 1.18.3
- Tokenizers 0.11.0
- Library
- transformers
- Type
- bart
- License
- mit
- Created
- Mar 18, 2022
- Updated
- Mar 18, 2022