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mt5-small-finetuned-amazon-en-de
Krylova/mt5-small-finetuned-amazon-en-de
mt5-small-finetuned-amazon-en-de is a machine learning model from Krylova. 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 28, 2023
- Updated
- Oct 28, 2023
- SHA
- a9898761
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: 2.5620
- Rouge1: 19.3915
- Rouge2: 10.59
- Rougel: 18.7811
- Rougelsum: 18.9784
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: 5.6e-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: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|---|---|---|---|---|---|---|---|
| 2.8704 | 1.0 | 651 | 2.5780 | 17.9954 | 9.8425 | 17.421 | 17.5202 |
| 2.8213 | 2.0 | 1302 | 2.5719 | 18.3944 | 9.9329 | 17.8166 | 17.9457 |
| 2.7672 | 3.0 | 1953 | 2.5643 | 17.4605 | 9.7057 | 16.9978 | 17.0939 |
| 2.7311 | 4.0 | 2604 | 2.5633 | 19.5332 | 11.0145 | 19.0127 | 19.1008 |
| 2.6985 | 5.0 | 3255 | 2.5672 | 19.3155 | 10.1678 | 18.6334 | 18.8022 |
| 2.6644 | 6.0 | 3906 | 2.5589 | 19.3282 | 10.3801 | 18.8039 | 18.9073 |
| 2.654 | 7.0 | 4557 | 2.5540 | 19.2307 | 10.4068 | 18.6708 | 18.896 |
| 2.6318 | 8.0 | 5208 | 2.5620 | 19.3915 | 10.59 | 18.7811 | 18.9784 |
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 28, 2023
- Updated
- Oct 28, 2023