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mt5-translation
thienkieu611/mt5-translation
mt5-translation is a machine learning model from thienkieu611. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- mt5
- Access
- Public
- Created
- Sep 14, 2023
- Updated
- Sep 15, 2023
- SHA
- 36ab325c
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-translation
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.8131
- Bleu: 33.2736
- Gen Len: 15.9643
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.3759 | 1.0 | 6352 | 0.9269 | 28.6704 | 16.0318 |
| 1.2615 | 2.0 | 12704 | 0.8545 | 31.4174 | 15.9769 |
| 1.2083 | 3.0 | 19056 | 0.8187 | 33.0994 | 15.9707 |
| 1.1886 | 4.0 | 25408 | 0.8071 | 33.5944 | 15.9657 |
Framework versions
- Transformers 4.33.0
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- mt5
- Created
- Sep 14, 2023
- Updated
- Sep 15, 2023