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pegasus-legalease
etav22/pegasus-legalease
pegasus-legalease is a machine learning model from etav22. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- pegasus
- Access
- Public
- Created
- Mar 4, 2024
- Updated
- Apr 5, 2024
- SHA
- c9dc4062
Base models
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-legalease
This model is a fine-tuned version of google/pegasus-xsum on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.1372
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: 4
- eval_batch_size: 4
- seed: 42
- 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 |
|---|---|---|---|
| No log | 0.09 | 250 | 4.9954 |
| 5.2592 | 0.18 | 500 | 4.3175 |
| 5.2592 | 0.27 | 750 | 1.3074 |
| 2.3819 | 0.35 | 1000 | 1.1987 |
| 2.3819 | 0.44 | 1250 | 1.1678 |
| 1.3113 | 0.53 | 1500 | 1.1491 |
| 1.3113 | 0.62 | 1750 | 1.1369 |
| 1.2158 | 0.71 | 2000 | 1.1273 |
| 1.2158 | 0.8 | 2250 | 1.1165 |
| 1.2119 | 0.89 | 2500 | 1.1137 |
| 1.2119 | 0.98 | 2750 | 1.1147 |
| 1.2307 | 1.06 | 3000 | 1.1210 |
| 1.2307 | 1.15 | 3250 | 1.1246 |
| 1.2107 | 1.24 | 3500 | 1.1269 |
| 1.2107 | 1.33 | 3750 | 1.1372 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- pegasus
- Created
- Mar 4, 2024
- Updated
- Apr 5, 2024