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my_awesome_xlsum_model
hcy5561/my_awesome_xlsum_model
my_awesome_xlsum_model is a machine learning model from hcy5561. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Aug 6, 2024
- Updated
- Aug 9, 2024
- SHA
- 9ce0d425
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. -->
my_awesome_xlsum_model
This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.5400
- Rouge1: 0.3969
- Rouge2: 0.1692
- Rougel: 0.2607
- Gen Len: 92.422
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: 1e-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: 6
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Gen Len |
|---|---|---|---|---|---|---|---|
| 1.6518 | 1.0 | 1185 | 2.5537 | 0.394 | 0.1661 | 0.2582 | 93.3638 |
| 1.6179 | 2.0 | 2370 | 2.5472 | 0.396 | 0.1683 | 0.2605 | 93.2167 |
| 1.6244 | 3.0 | 3555 | 2.5424 | 0.3976 | 0.1697 | 0.2616 | 92.9717 |
| 1.6094 | 4.0 | 4740 | 2.5427 | 0.3964 | 0.1687 | 0.2605 | 92.612 |
| 1.6191 | 5.0 | 5925 | 2.5421 | 0.3971 | 0.1688 | 0.2603 | 92.6815 |
| 1.6063 | 6.0 | 7110 | 2.5400 | 0.3969 | 0.1692 | 0.2607 | 92.422 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.2.2+cu118
- Datasets 2.18.0
- Tokenizers 0.15.2
- Type
- t5
- License
- apache-2.0
- Created
- Aug 6, 2024
- Updated
- Aug 9, 2024