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En-Nso
kabelomalapane/En-Nso
En-Nso is a translation model from kabelomalapane. Use it when you need text moved from one language to another. 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
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Jul 7, 2022
- Updated
- Jul 7, 2022
- SHA
- 225a23ed
Try a prompt
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. -->
En-Nso
This model is a fine-tuned version of kabelomalapane/en_nso_ukuxhumana_model on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.9067
- Bleu: 23.5436
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: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu |
|---|---|---|---|---|
| No log | 1.0 | 14 | 3.7614 | 8.0360 |
| No log | 2.0 | 28 | 3.3181 | 20.7201 |
| No log | 3.0 | 42 | 3.1627 | 21.5932 |
| No log | 4.0 | 56 | 3.0935 | 22.0268 |
| No log | 5.0 | 70 | 3.0227 | 21.0859 |
| No log | 6.0 | 84 | 2.9740 | 21.6963 |
| No log | 7.0 | 98 | 2.9419 | 23.2214 |
| No log | 8.0 | 112 | 2.9227 | 24.4649 |
| No log | 9.0 | 126 | 2.9102 | 23.5293 |
| No log | 10.0 | 140 | 2.9067 | 23.5516 |
Framework versions
- Transformers 4.20.1
- Pytorch 1.11.0+cu113
- Datasets 2.3.2
- Tokenizers 0.12.1
- Task
- Translation
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Created
- Jul 7, 2022
- Updated
- Jul 7, 2022