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cnn_news_summary_model_new_vs
abhraskygod/cnn_news_summary_model_new_vs
cnn_news_summary_model_new_vs is a machine learning model from abhraskygod. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Apr 14, 2023
- Updated
- Apr 14, 2023
- SHA
- c5116b3e
Datasets
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. -->
cnn_news_summary_model_new_vs
This model is a fine-tuned version of t5-small on the cnn_dailymail dataset. It achieves the following results on the evaluation set:
- Loss: 1.6052
- Rouge1: 0.3565
- Rouge2: 0.1448
- Rougel: 0.2502
- Rougelsum: 0.25
- Gen Len: 76.1474
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 431 | 1.6244 | 0.3536 | 0.144 | 0.248 | 0.2479 | 75.1196 |
| 1.9199 | 2.0 | 862 | 1.6082 | 0.3534 | 0.1424 | 0.2487 | 0.2486 | 76.1579 |
| 1.8198 | 3.0 | 1293 | 1.6052 | 0.3565 | 0.1448 | 0.2502 | 0.25 | 76.1474 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.0+cu118
- Datasets 2.11.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Apr 14, 2023
- Updated
- Apr 14, 2023