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t5-small-finetuned-fi-to-en
ingridnc/t5-small-finetuned-fi-to-en
t5-small-finetuned-fi-to-en is a machine learning model from ingridnc. 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
- Mar 2, 2022
- Updated
- Dec 6, 2021
- SHA
- bc78fc47
Datasets
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-fi-to-en
This model is a fine-tuned version of t5-small on the wmt19 dataset. It achieves the following results on the evaluation set:
- Loss: 3.3598
- Bleu: 1.618
- Gen Len: 17.3223
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: 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: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 3.3627 | 1.0 | 6250 | 3.5122 | 1.2882 | 17.1803 |
| 3.2162 | 2.0 | 12500 | 3.4442 | 1.4329 | 17.2617 |
| 3.1304 | 3.0 | 18750 | 3.3872 | 1.4862 | 17.296 |
| 3.0832 | 4.0 | 25000 | 3.3648 | 1.5795 | 17.3047 |
| 3.0623 | 5.0 | 31250 | 3.3598 | 1.618 | 17.3223 |
Framework versions
- Transformers 4.12.5
- Pytorch 1.9.1
- Datasets 1.16.1
- Tokenizers 0.10.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Mar 2, 2022
- Updated
- Dec 6, 2021