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t5-small-for-summarization
AbdulrahmanAhmed/t5-small-for-summarization
t5-small-for-summarization is a machine learning model from AbdulrahmanAhmed. 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.
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
- Oct 12, 2024
- Updated
- Oct 12, 2024
- SHA
- 03abe1b0
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
AbdulrahmanAhmed/t5-small-for-summarization
This model is a fine-tuned version of google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 2.5686
- Validation Loss: 2.3311
- Train Rouge1: 0.5638
- Train Rouge2: 0.3216
- Train Rougel: 0.517
- Train Rougelsum: 0.5172
- Train Gen Len: 64.0
- Epoch: 2
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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Train Rouge1 | Train Rouge2 | Train Rougel | Train Rougelsum | Train Gen Len | Epoch |
|---|---|---|---|---|---|---|---|
| 3.0079 | 2.5231 | 0.5435 | 0.2961 | 0.4938 | 0.4938 | 64.0 | 0 |
| 2.6807 | 2.3960 | 0.5551 | 0.3119 | 0.5083 | 0.5084 | 64.0 | 1 |
| 2.5686 | 2.3311 | 0.5638 | 0.3216 | 0.517 | 0.5172 | 64.0 | 2 |
Framework versions
- Transformers 4.44.2
- TensorFlow 2.17.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Oct 12, 2024
- Updated
- Oct 12, 2024