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mt5-small-finetuned-amazon-en-de
gsvann/mt5-small-finetuned-amazon-en-de
mt5-small-finetuned-amazon-en-de is a machine learning model from gsvann. 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
- mt5
- Access
- Public
- Created
- Oct 29, 2023
- Updated
- Oct 29, 2023
- SHA
- 70aa57d4
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. -->
mt5-small-finetuned-amazon-en-de
This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.5965
- Rouge1: 19.1764
- Rouge2: 10.6855
- Rougel: 18.7602
- Rougelsum: 18.8956
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: 5.5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 6
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|---|---|---|---|---|---|---|---|
| 2.9041 | 1.0 | 1301 | 2.6000 | 17.3749 | 10.0728 | 16.9903 | 17.0336 |
| 2.744 | 2.0 | 2602 | 2.5874 | 17.7266 | 9.2481 | 17.2785 | 17.3827 |
| 2.6641 | 3.0 | 3903 | 2.6001 | 19.0052 | 10.6312 | 18.7604 | 18.754 |
| 2.6189 | 4.0 | 5204 | 2.6012 | 18.834 | 10.1299 | 18.4209 | 18.5351 |
| 2.6029 | 5.0 | 6505 | 2.5944 | 19.3375 | 10.537 | 18.8614 | 19.0826 |
| 2.6086 | 6.0 | 7806 | 2.5965 | 19.1764 | 10.6855 | 18.7602 | 18.8956 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Oct 29, 2023
- Updated
- Oct 29, 2023