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bart-stats-extract
theojolliffe/bart-stats-extract
bart-stats-extract is a machine learning model from theojolliffe. 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
- Apr 11, 2023
- Updated
- Apr 11, 2023
- SHA
- c31627b5
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-stats-extract
This model is a fine-tuned version of facebook/bart-large-cnn on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3450
- Rouge1: 62.188
- Rouge2: 51.5988
- Rougel: 55.8383
- Rougelsum: 58.4919
- Gen Len: 90.4286
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: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 4 | 1.0447 | 51.2166 | 37.2933 | 44.8635 | 47.5954 | 74.0 |
| No log | 2.0 | 8 | 0.5919 | 55.0964 | 43.0158 | 49.4166 | 51.4412 | 92.2857 |
| No log | 3.0 | 12 | 0.4159 | 60.2619 | 48.694 | 54.0969 | 54.9467 | 95.1429 |
| No log | 4.0 | 16 | 0.3450 | 62.188 | 51.5988 | 55.8383 | 58.4919 | 90.4286 |
Framework versions
- Transformers 4.27.4
- Pytorch 2.0.0+cu118
- Datasets 2.11.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- bart
- License
- mit
- Created
- Apr 11, 2023
- Updated
- Apr 11, 2023