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t5-base-pos2neg
Pushparaj2811/t5-base-pos2neg
t5-base-pos2neg is a machine learning model from Pushparaj2811. 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 24, 2024
- Updated
- Apr 24, 2024
- SHA
- 648da50a
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. -->
t5-base-pos2neg
This model is a fine-tuned version of t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1630
- Rouge1: 66.0728
- Rouge2: 48.2651
- Rougel: 65.0881
- Rougelsum: 64.9953
- Gen Len: 14.0178
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 63 | 0.3641 | 6.8173 | 2.0998 | 6.622 | 6.5952 | 4.2956 |
| No log | 2.0 | 126 | 0.2475 | 0.5115 | 0.4098 | 0.4238 | 0.4359 | 0.1267 |
| No log | 3.0 | 189 | 0.1762 | 51.2946 | 37.2414 | 50.0953 | 49.9607 | 11.5711 |
| No log | 4.0 | 252 | 0.1653 | 64.4676 | 46.8688 | 63.3822 | 63.338 | 13.6889 |
| No log | 5.0 | 315 | 0.1630 | 66.0728 | 48.2651 | 65.0881 | 64.9953 | 14.0178 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Apr 24, 2024
- Updated
- Apr 24, 2024