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opus-mt-id-en-ccmatrix-v2
yonathanstwn/opus-mt-id-en-ccmatrix-v2
opus-mt-id-en-ccmatrix-v2 is a machine learning model from yonathanstwn. 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
- marian
- Access
- Public
- Created
- Mar 20, 2023
- Updated
- Mar 22, 2023
- SHA
- de148f1d
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. -->
opus-mt-id-en-ccmatrix-v2
This model was trained from scratch on the ccmatrix dataset. It achieves the following results on the evaluation set:
- Loss: 0.7667
- Bleu: 52.173
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: 1e-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
- lr_scheduler_warmup_steps: 4000
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu |
|---|---|---|---|---|
| 0.803 | 1.0 | 148438 | 0.8185 | 50.3216 |
| 0.7212 | 2.0 | 296876 | 0.7904 | 51.282 |
| 0.6913 | 3.0 | 445314 | 0.7791 | 51.7806 |
| 0.6727 | 4.0 | 593752 | 0.7691 | 52.0263 |
| 0.6609 | 5.0 | 742190 | 0.7667 | 52.173 |
Framework versions
- Transformers 4.26.1
- Pytorch 2.0.0
- Datasets 2.10.1
- Tokenizers 0.11.0
- Library
- transformers
- Type
- marian
- Created
- Mar 20, 2023
- Updated
- Mar 22, 2023