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Pegasus_paraphraser_Com_3
Gayathri142214002/Pegasus_paraphraser_Com_3
Pegasus_paraphraser_Com_3 is a machine learning model from Gayathri142214002. 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
- pegasus
- Access
- Public
- Created
- Oct 15, 2023
- Updated
- Oct 23, 2023
- SHA
- 79a1b981
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. -->
Pegasus_paraphraser_Com_3
This model is a fine-tuned version of Gayathri142214002/Pegasus_paraphraser_Com_2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2993
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: 0.0001
- 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: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2726 | 0.26 | 500 | 0.2546 |
| 0.2963 | 0.53 | 1000 | 0.2632 |
| 0.3029 | 0.79 | 1500 | 0.2675 |
| 0.2853 | 1.05 | 2000 | 0.2722 |
| 0.2337 | 1.31 | 2500 | 0.2839 |
| 0.2474 | 1.58 | 3000 | 0.2826 |
| 0.2563 | 1.84 | 3500 | 0.2787 |
| 0.222 | 2.1 | 4000 | 0.2983 |
| 0.2066 | 2.36 | 4500 | 0.2920 |
| 0.2127 | 2.63 | 5000 | 0.2932 |
| 0.2119 | 2.89 | 5500 | 0.2905 |
| 0.1904 | 3.15 | 6000 | 0.3046 |
| 0.1757 | 3.41 | 6500 | 0.3022 |
| 0.1809 | 3.68 | 7000 | 0.3008 |
| 0.1779 | 3.94 | 7500 | 0.2993 |
Framework versions
- Transformers 4.29.2
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- pegasus
- License
- apache-2.0
- Created
- Oct 15, 2023
- Updated
- Oct 23, 2023