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en-vi-nllb-200_TMG301
nguyenvuhuy/en-vi-nllb-200_TMG301
en-vi-nllb-200_TMG301 is a machine learning model from nguyenvuhuy. 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 cc-by-nc-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- m2m_100
- Access
- Public
- Created
- Mar 9, 2025
- Updated
- Mar 9, 2025
- SHA
- 03c592f2
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. -->
en-vi-nllb-200_TMG301
This model is a fine-tuned version of facebook/nllb-200-distilled-600M on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3088
- Bleu: 35.5708
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: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu |
|---|---|---|---|---|
| No log | 0.6000 | 5000 | 1.3604 | 34.3379 |
| No log | 1.2000 | 10000 | 1.3396 | 34.7695 |
| No log | 1.8001 | 15000 | 1.3140 | 35.3998 |
| No log | 2.4001 | 20000 | 1.3088 | 35.5708 |
Framework versions
- Transformers 4.47.0
- Pytorch 2.5.1+cu121
- Datasets 3.3.1
- Tokenizers 0.21.0
- Library
- transformers
- Type
- m2m_100
- License
- cc-by-nc-4.0
- Created
- Mar 9, 2025
- Updated
- Mar 9, 2025