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bart-large-cnn-100-pad-early-lit
cammy/bart-large-cnn-100-pad-early-lit
bart-large-cnn-100-pad-early-lit 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 8, 2022
- Updated
- Mar 8, 2022
- SHA
- dc9d2d6d
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-pad-early-lit
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: 1.1460
- Rouge1: 25.4944
- Rouge2: 7.9048
- Rougel: 16.2879
- Rougelsum: 20.883
- Gen Len: 64.3
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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 100 | 1.0390 | 27.3059 | 10.0672 | 19.7294 | 23.0611 | 62.1 |
| No log | 2.0 | 200 | 1.1460 | 25.4944 | 7.9048 | 16.2879 | 20.883 | 64.3 |
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 8, 2022
- Updated
- Mar 8, 2022