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my_awesome_opus_books_model
fodmrldg/my_awesome_opus_books_model
my_awesome_opus_books_model is a machine learning model from fodmrldg. 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-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- cc-by-4.0
- Model type
- marian
- Access
- Public
- Created
- Aug 12, 2025
- Updated
- Aug 12, 2025
- SHA
- 379ccf49
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. -->
my_awesome_opus_books_model
This model is a fine-tuned version of Helsinki-NLP/opus-mt-tc-big-en-ko on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 4.4857
- Bleu: 0.0931
- Gen Len: 32.375
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: Use OptimizerNames.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: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 4.8207 | 1.0 | 25 | 4.6601 | 0.3081 | 14.015 |
| 4.546 | 2.0 | 50 | 4.5422 | 0.1017 | 11.4 |
| 4.1457 | 3.0 | 75 | 4.4989 | 0.2841 | 13.285 |
| 4.0581 | 4.0 | 100 | 4.4812 | 0.1455 | 16.07 |
| 3.9499 | 5.0 | 125 | 4.4730 | 0.0931 | 30.79 |
| 3.8727 | 6.0 | 150 | 4.4788 | 0.0814 | 32.83 |
| 3.6131 | 7.0 | 175 | 4.4823 | 0.0742 | 29.73 |
| 3.5434 | 8.0 | 200 | 4.4830 | 0.0746 | 29.71 |
| 3.408 | 9.0 | 225 | 4.4857 | 0.094 | 31.465 |
| 3.4915 | 10.0 | 250 | 4.4857 | 0.0931 | 32.375 |
Framework versions
- Transformers 4.55.0
- Pytorch 2.6.0+cu124
- Datasets 4.0.0
- Tokenizers 0.21.4
- Library
- transformers
- Type
- marian
- License
- cc-by-4.0
- Created
- Aug 12, 2025
- Updated
- Aug 12, 2025