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t5-small-finetuned-mlsum-de
mach-12/t5-small-finetuned-mlsum-de
t5-small-finetuned-mlsum-de is a machine learning model from mach-12. 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
- Feb 7, 2024
- Updated
- Feb 7, 2024
- SHA
- 243345c3
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-small-finetuned-mlsum-de
This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.6917
- Rouge1: 25.924
- Rouge2: 17.2398
- Rougel: 24.0239
- Rougelsum: 24.6845
- Gen Len: 18.9879
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: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.9987 | 1.0 | 6899 | 1.7184 | 25.6352 | 17.0364 | 23.7635 | 24.4065 | 18.9903 |
| 0.9624 | 2.0 | 13798 | 1.6996 | 25.8132 | 17.1732 | 23.9131 | 24.5744 | 18.9885 |
| 0.9902 | 3.0 | 20697 | 1.6917 | 25.924 | 17.2398 | 24.0239 | 24.6845 | 18.9879 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Feb 7, 2024
- Updated
- Feb 7, 2024